---
_id: '305'
abstract:
- lang: eng
text: The hanging-drop network (HDN) is a technology platform based on a completely
open microfluidic network at the bottom of an inverted, surface-patterned substrate.
The platform is predominantly used for the formation, culturing, and interaction
of self-assembled spherical microtissues (spheroids) under precisely controlled
flow conditions. Here, we describe design, fabrication, and operation of microfluidic
hanging-drop networks.
acknowledgement: This work was financially supported by FP7 of the EU through the
project “Body on a chip,” ICT-FET-296257, and the ERC Advanced Grant “NeuroCMOS”
(contract 267351), as well as by an individual Ambizione Grant 142440 from the Swiss
National Science Foundation for Olivier Frey. The research leading to these results
also received funding from the People Programme (Marie Curie Actions) of the European
Union’s Seventh Framework Programme (FP7/2007-2013) under REA grant agreement no.
[291734]. We would like to thank Alexander Stettler, ETH Zurich for his expertise
and support in the cleanroom, and we acknowledge the Single Cell Unit of D-BSSE,
ETH Zurich for assistance in microscopy issues. M.L. is grateful to the members
of the Guet and Tkačik groups, IST Austria, for valuable comments and support.
alternative_title:
- MIMB
author:
- first_name: Patrick
full_name: Misun, Patrick
last_name: Misun
- first_name: Axel
full_name: Birchler, Axel
last_name: Birchler
- first_name: Moritz
full_name: Lang, Moritz
id: 29E0800A-F248-11E8-B48F-1D18A9856A87
last_name: Lang
- first_name: Andreas
full_name: Hierlemann, Andreas
last_name: Hierlemann
- first_name: Olivier
full_name: Frey, Olivier
last_name: Frey
citation:
ama: Misun P, Birchler A, Lang M, Hierlemann A, Frey O. Fabrication and operation
of microfluidic hanging drop networks. Methods in Molecular Biology. 2018;1771:183-202.
doi:10.1007/978-1-4939-7792-5_15
apa: Misun, P., Birchler, A., Lang, M., Hierlemann, A., & Frey, O. (2018). Fabrication
and operation of microfluidic hanging drop networks. Methods in Molecular Biology.
Springer. https://doi.org/10.1007/978-1-4939-7792-5_15
chicago: Misun, Patrick, Axel Birchler, Moritz Lang, Andreas Hierlemann, and Olivier
Frey. “Fabrication and Operation of Microfluidic Hanging Drop Networks.” Methods
in Molecular Biology. Springer, 2018. https://doi.org/10.1007/978-1-4939-7792-5_15.
ieee: P. Misun, A. Birchler, M. Lang, A. Hierlemann, and O. Frey, “Fabrication and
operation of microfluidic hanging drop networks,” Methods in Molecular Biology,
vol. 1771. Springer, pp. 183–202, 2018.
ista: Misun P, Birchler A, Lang M, Hierlemann A, Frey O. 2018. Fabrication and operation
of microfluidic hanging drop networks. Methods in Molecular Biology. 1771, 183–202.
mla: Misun, Patrick, et al. “Fabrication and Operation of Microfluidic Hanging Drop
Networks.” Methods in Molecular Biology, vol. 1771, Springer, 2018, pp.
183–202, doi:10.1007/978-1-4939-7792-5_15.
short: P. Misun, A. Birchler, M. Lang, A. Hierlemann, O. Frey, Methods in Molecular
Biology 1771 (2018) 183–202.
date_created: 2018-12-11T11:45:43Z
date_published: 2018-01-01T00:00:00Z
date_updated: 2021-01-12T07:40:42Z
day: '01'
department:
- _id: CaGu
- _id: GaTk
doi: 10.1007/978-1-4939-7792-5_15
ec_funded: 1
intvolume: ' 1771'
language:
- iso: eng
month: '01'
oa_version: None
page: 183 - 202
project:
- _id: 25681D80-B435-11E9-9278-68D0E5697425
call_identifier: FP7
grant_number: '291734'
name: International IST Postdoc Fellowship Programme
publication: Methods in Molecular Biology
publication_status: published
publisher: Springer
publist_id: '7574'
quality_controlled: '1'
scopus_import: 1
status: public
title: Fabrication and operation of microfluidic hanging drop networks
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 1771
year: '2018'
...
---
_id: '325'
abstract:
- lang: eng
text: Probabilistic programs extend classical imperative programs with real-valued
random variables and random branching. The most basic liveness property for such
programs is the termination property. The qualitative (aka almost-sure) termination
problem asks whether a given program program terminates with probability 1. While
ranking functions provide a sound and complete method for non-probabilistic programs,
the extension of them to probabilistic programs is achieved via ranking supermartingales
(RSMs). Although deep theoretical results have been established about RSMs, their
application to probabilistic programs with nondeterminism has been limited only
to programs of restricted control-flow structure. For non-probabilistic programs,
lexicographic ranking functions provide a compositional and practical approach
for termination analysis of real-world programs. In this work we introduce lexicographic
RSMs and show that they present a sound method for almost-sure termination of
probabilistic programs with nondeterminism. We show that lexicographic RSMs provide
a tool for compositional reasoning about almost-sure termination, and for probabilistic
programs with linear arithmetic they can be synthesized efficiently (in polynomial
time). We also show that with additional restrictions even asymptotic bounds on
expected termination time can be obtained through lexicographic RSMs. Finally,
we present experimental results on benchmarks adapted from previous work to demonstrate
the effectiveness of our approach.
article_number: '34'
author:
- first_name: Sheshansh
full_name: Agrawal, Sheshansh
last_name: Agrawal
- first_name: Krishnendu
full_name: Chatterjee, Krishnendu
id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
last_name: Chatterjee
orcid: 0000-0002-4561-241X
- first_name: Petr
full_name: Novotny, Petr
id: 3CC3B868-F248-11E8-B48F-1D18A9856A87
last_name: Novotny
citation:
ama: 'Agrawal S, Chatterjee K, Novotný P. Lexicographic ranking supermartingales:
an efficient approach to termination of probabilistic programs. In: Vol 2. ACM;
2018. doi:10.1145/3158122'
apa: 'Agrawal, S., Chatterjee, K., & Novotný, P. (2018). Lexicographic ranking
supermartingales: an efficient approach to termination of probabilistic programs
(Vol. 2). Presented at the POPL: Principles of Programming Languages, Los Angeles,
CA, USA: ACM. https://doi.org/10.1145/3158122'
chicago: 'Agrawal, Sheshansh, Krishnendu Chatterjee, and Petr Novotný. “Lexicographic
Ranking Supermartingales: An Efficient Approach to Termination of Probabilistic
Programs,” Vol. 2. ACM, 2018. https://doi.org/10.1145/3158122.'
ieee: 'S. Agrawal, K. Chatterjee, and P. Novotný, “Lexicographic ranking supermartingales:
an efficient approach to termination of probabilistic programs,” presented at
the POPL: Principles of Programming Languages, Los Angeles, CA, USA, 2018, vol.
2, no. POPL.'
ista: 'Agrawal S, Chatterjee K, Novotný P. 2018. Lexicographic ranking supermartingales:
an efficient approach to termination of probabilistic programs. POPL: Principles
of Programming Languages vol. 2, 34.'
mla: 'Agrawal, Sheshansh, et al. Lexicographic Ranking Supermartingales: An Efficient
Approach to Termination of Probabilistic Programs. Vol. 2, no. POPL, 34, ACM,
2018, doi:10.1145/3158122.'
short: S. Agrawal, K. Chatterjee, P. Novotný, in:, ACM, 2018.
conference:
end_date: 2018-01-13
location: Los Angeles, CA, USA
name: 'POPL: Principles of Programming Languages'
start_date: 2018-01-07
date_created: 2018-12-11T11:45:50Z
date_published: 2018-01-01T00:00:00Z
date_updated: 2021-01-12T07:42:07Z
day: '01'
department:
- _id: KrCh
doi: 10.1145/3158122
external_id:
arxiv:
- '1709.04037'
intvolume: ' 2'
issue: POPL
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://arxiv.org/abs/1709.04037
month: '01'
oa: 1
oa_version: Preprint
project:
- _id: 25832EC2-B435-11E9-9278-68D0E5697425
call_identifier: FWF
grant_number: S 11407_N23
name: Rigorous Systems Engineering
publication_status: published
publisher: ACM
publist_id: '7540'
quality_controlled: '1'
status: public
title: 'Lexicographic ranking supermartingales: an efficient approach to termination
of probabilistic programs'
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 2
year: '2018'
...
---
_id: '408'
abstract:
- lang: eng
text: Adventitious roots (AR) are de novo formed roots that emerge from any part
of the plant or from callus in tissue culture, except root tissue. The plant tissue
origin and the method by which they are induced determine the physiological properties
of emerged ARs. Hence, a standard method encompassing all types of AR does not
exist. Here we describe a method for the induction and analysis of AR that emerge
from the etiolated hypocotyl of dicot plants. The hypocotyl is formed during embryogenesis
and shows a determined developmental pattern which usually does not involve AR
formation. However, the hypocotyl shows propensity to form de novo roots under
specific circumstances such as removal of the root system, high humidity or flooding,
or during de-etiolation. The hypocotyl AR emerge from a pericycle-like cell layer
surrounding the vascular tissue of the central cylinder, which is reminiscent
to the developmental program of lateral roots. Here we propose an easy protocol
for in vitro hypocotyl AR induction from etiolated Arabidopsis seedlings.
alternative_title:
- MIMB
article_processing_charge: No
author:
- first_name: Hoang
full_name: Trinh, Hoang
last_name: Trinh
- first_name: Inge
full_name: Verstraeten, Inge
id: 362BF7FE-F248-11E8-B48F-1D18A9856A87
last_name: Verstraeten
orcid: 0000-0001-7241-2328
- first_name: Danny
full_name: Geelen, Danny
last_name: Geelen
citation:
ama: 'Trinh H, Verstraeten I, Geelen D. In vitro assay for induction of adventitious
rooting on intact arabidopsis hypocotyls. In: Root Development . Vol 1761.
Springer Nature; 2018:95-102. doi:10.1007/978-1-4939-7747-5_7'
apa: Trinh, H., Verstraeten, I., & Geelen, D. (2018). In vitro assay for induction
of adventitious rooting on intact arabidopsis hypocotyls. In Root Development
(Vol. 1761, pp. 95–102). Springer Nature. https://doi.org/10.1007/978-1-4939-7747-5_7
chicago: Trinh, Hoang, Inge Verstraeten, and Danny Geelen. “In Vitro Assay for Induction
of Adventitious Rooting on Intact Arabidopsis Hypocotyls.” In Root Development
, 1761:95–102. Springer Nature, 2018. https://doi.org/10.1007/978-1-4939-7747-5_7.
ieee: H. Trinh, I. Verstraeten, and D. Geelen, “In vitro assay for induction of
adventitious rooting on intact arabidopsis hypocotyls,” in Root Development
, vol. 1761, Springer Nature, 2018, pp. 95–102.
ista: 'Trinh H, Verstraeten I, Geelen D. 2018.In vitro assay for induction of adventitious
rooting on intact arabidopsis hypocotyls. In: Root Development . MIMB, vol. 1761,
95–102.'
mla: Trinh, Hoang, et al. “In Vitro Assay for Induction of Adventitious Rooting
on Intact Arabidopsis Hypocotyls.” Root Development , vol. 1761, Springer
Nature, 2018, pp. 95–102, doi:10.1007/978-1-4939-7747-5_7.
short: H. Trinh, I. Verstraeten, D. Geelen, in:, Root Development , Springer Nature,
2018, pp. 95–102.
date_created: 2018-12-11T11:46:18Z
date_published: 2018-03-01T00:00:00Z
date_updated: 2021-01-12T07:54:21Z
day: '01'
department:
- _id: JiFr
doi: 10.1007/978-1-4939-7747-5_7
external_id:
pmid:
- '29525951'
intvolume: ' 1761'
language:
- iso: eng
month: '03'
oa_version: None
page: 95 - 102
pmid: 1
publication: 'Root Development '
publication_identifier:
issn:
- 1064-3745
publication_status: published
publisher: Springer Nature
publist_id: '7421'
quality_controlled: '1'
scopus_import: '1'
status: public
title: In vitro assay for induction of adventitious rooting on intact arabidopsis
hypocotyls
type: book_chapter
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 1761
year: '2018'
...
---
_id: '411'
abstract:
- lang: eng
text: Immunolocalization is a valuable tool for cell biology research that allows
to rapidly determine the localization and expression levels of endogenous proteins.
In plants, whole-mount in situ immunolocalization remains a challenging method,
especially in tissues protected by waxy layers and complex cell wall carbohydrates.
Here, we present a robust method for whole-mount in situ immunolocalization in
primary root meristems and lateral root primordia in Arabidopsis thaliana. For
good epitope preservation, fixation is done in an alkaline paraformaldehyde/glutaraldehyde
mixture. This fixative is suitable for detecting a wide range of proteins, including
integral transmembrane proteins and proteins peripherally attached to the plasma
membrane. From initiation until emergence from the primary root, lateral root
primordia are surrounded by several layers of differentiated tissues with a complex
cell wall composition that interferes with the efficient penetration of all buffers.
Therefore, immunolocalization in early lateral root primordia requires a modified
method, including a strong solvent treatment for removal of hydrophobic barriers
and a specific cocktail of cell wall-degrading enzymes. The presented method allows
for easy, reliable, and high-quality in situ detection of the subcellular localization
of endogenous proteins in primary and lateral root meristems without the need
of time-consuming crosses or making translational fusions to fluorescent proteins.
alternative_title:
- Methods in Molecular Biology
author:
- first_name: Michael
full_name: Karampelias, Michael
last_name: Karampelias
- first_name: Ricardo
full_name: Tejos, Ricardo
last_name: Tejos
- first_name: Jirí
full_name: Friml, Jirí
id: 4159519E-F248-11E8-B48F-1D18A9856A87
last_name: Friml
orcid: 0000-0002-8302-7596
- first_name: Steffen
full_name: Vanneste, Steffen
last_name: Vanneste
citation:
ama: 'Karampelias M, Tejos R, Friml J, Vanneste S. Optimized whole mount in situ
immunolocalization for Arabidopsis thaliana root meristems and lateral root primordia.
In: Ristova D, Barbez E, eds. Root Development. Methods and Protocols.
Vol 1761. MIMB. Springer; 2018:131-143. doi:10.1007/978-1-4939-7747-5_10'
apa: Karampelias, M., Tejos, R., Friml, J., & Vanneste, S. (2018). Optimized
whole mount in situ immunolocalization for Arabidopsis thaliana root meristems
and lateral root primordia. In D. Ristova & E. Barbez (Eds.), Root Development.
Methods and Protocols (Vol. 1761, pp. 131–143). Springer. https://doi.org/10.1007/978-1-4939-7747-5_10
chicago: Karampelias, Michael, Ricardo Tejos, Jiří Friml, and Steffen Vanneste.
“Optimized Whole Mount in Situ Immunolocalization for Arabidopsis Thaliana Root
Meristems and Lateral Root Primordia.” In Root Development. Methods and Protocols,
edited by Daniela Ristova and Elke Barbez, 1761:131–43. MIMB. Springer, 2018.
https://doi.org/10.1007/978-1-4939-7747-5_10.
ieee: M. Karampelias, R. Tejos, J. Friml, and S. Vanneste, “Optimized whole mount
in situ immunolocalization for Arabidopsis thaliana root meristems and lateral
root primordia,” in Root Development. Methods and Protocols, vol. 1761,
D. Ristova and E. Barbez, Eds. Springer, 2018, pp. 131–143.
ista: 'Karampelias M, Tejos R, Friml J, Vanneste S. 2018.Optimized whole mount in
situ immunolocalization for Arabidopsis thaliana root meristems and lateral root
primordia. In: Root Development. Methods and Protocols. Methods in Molecular Biology,
vol. 1761, 131–143.'
mla: Karampelias, Michael, et al. “Optimized Whole Mount in Situ Immunolocalization
for Arabidopsis Thaliana Root Meristems and Lateral Root Primordia.” Root
Development. Methods and Protocols, edited by Daniela Ristova and Elke Barbez,
vol. 1761, Springer, 2018, pp. 131–43, doi:10.1007/978-1-4939-7747-5_10.
short: M. Karampelias, R. Tejos, J. Friml, S. Vanneste, in:, D. Ristova, E. Barbez
(Eds.), Root Development. Methods and Protocols, Springer, 2018, pp. 131–143.
date_created: 2018-12-11T11:46:20Z
date_published: 2018-03-11T00:00:00Z
date_updated: 2021-01-12T07:54:34Z
day: '11'
department:
- _id: JiFr
doi: 10.1007/978-1-4939-7747-5_10
editor:
- first_name: Daniela
full_name: Ristova, Daniela
last_name: Ristova
- first_name: Elke
full_name: Barbez, Elke
last_name: Barbez
intvolume: ' 1761'
language:
- iso: eng
month: '03'
oa_version: None
page: 131 - 143
publication: Root Development. Methods and Protocols
publication_status: published
publisher: Springer
publist_id: '7418'
quality_controlled: '1'
scopus_import: 1
series_title: MIMB
status: public
title: Optimized whole mount in situ immunolocalization for Arabidopsis thaliana root
meristems and lateral root primordia
type: book_chapter
user_id: 4435EBFC-F248-11E8-B48F-1D18A9856A87
volume: 1761
year: '2018'
...
---
_id: '456'
abstract:
- lang: eng
text: 'Inhibition of the endoplasmic reticulum stress pathway may hold the key to
Zika virus-associated microcephaly treatment. '
article_number: eaar7514
author:
- first_name: Gaia
full_name: Novarino, Gaia
id: 3E57A680-F248-11E8-B48F-1D18A9856A87
last_name: Novarino
orcid: 0000-0002-7673-7178
citation:
ama: 'Novarino G. Zika-associated microcephaly: Reduce the stress and race for the
treatment. Science Translational Medicine. 2018;10(423). doi:10.1126/scitranslmed.aar7514'
apa: 'Novarino, G. (2018). Zika-associated microcephaly: Reduce the stress and race
for the treatment. Science Translational Medicine. American Association
for the Advancement of Science. https://doi.org/10.1126/scitranslmed.aar7514'
chicago: 'Novarino, Gaia. “Zika-Associated Microcephaly: Reduce the Stress and Race
for the Treatment.” Science Translational Medicine. American Association
for the Advancement of Science, 2018. https://doi.org/10.1126/scitranslmed.aar7514.'
ieee: 'G. Novarino, “Zika-associated microcephaly: Reduce the stress and race for
the treatment,” Science Translational Medicine, vol. 10, no. 423. American
Association for the Advancement of Science, 2018.'
ista: 'Novarino G. 2018. Zika-associated microcephaly: Reduce the stress and race
for the treatment. Science Translational Medicine. 10(423), eaar7514.'
mla: 'Novarino, Gaia. “Zika-Associated Microcephaly: Reduce the Stress and Race
for the Treatment.” Science Translational Medicine, vol. 10, no. 423, eaar7514,
American Association for the Advancement of Science, 2018, doi:10.1126/scitranslmed.aar7514.'
short: G. Novarino, Science Translational Medicine 10 (2018).
date_created: 2018-12-11T11:46:34Z
date_published: 2018-01-10T00:00:00Z
date_updated: 2021-01-12T07:59:42Z
day: '10'
department:
- _id: GaNo
doi: 10.1126/scitranslmed.aar7514
intvolume: ' 10'
issue: '423'
language:
- iso: eng
month: '01'
oa_version: None
publication: Science Translational Medicine
publication_status: published
publisher: American Association for the Advancement of Science
publist_id: '7365'
quality_controlled: '1'
scopus_import: 1
status: public
title: 'Zika-associated microcephaly: Reduce the stress and race for the treatment'
type: journal_article
user_id: 4435EBFC-F248-11E8-B48F-1D18A9856A87
volume: 10
year: '2018'
...
---
_id: '536'
abstract:
- lang: eng
text: 'We consider the problem of consensus in the challenging classic model. In
this model, the adversary is adaptive; it can choose which processors crash at
any point during the course of the algorithm. Further, communication is via asynchronous
message passing: there is no known upper bound on the time to send a message from
one processor to another, and all messages and coin flips are seen by the adversary.
We describe a new randomized consensus protocol with expected message complexity
O(n2log2n) when fewer than n / 2 processes may fail by crashing. This is an almost-linear
improvement over the best previously known protocol, and within logarithmic factors
of a known Ω(n2) message lower bound. The protocol further ensures that no process
sends more than O(nlog3n) messages in expectation, which is again within logarithmic
factors of optimal. We also present a generalization of the algorithm to an arbitrary
number of failures t, which uses expected O(nt+t2log2t) total messages. Our approach
is to build a message-efficient, resilient mechanism for aggregating individual
processor votes, implementing the message-passing equivalent of a weak shared
coin. Roughly, in our protocol, a processor first announces its votes to small
groups, then propagates them to increasingly larger groups as it generates more
and more votes. To bound the number of messages that an individual process might
have to send or receive, the protocol progressively increases the weight of generated
votes. The main technical challenge is bounding the impact of votes that are still
“in flight” (generated, but not fully propagated) on the final outcome of the
shared coin, especially since such votes might have different weights. We achieve
this by leveraging the structure of the algorithm, and a technical argument based
on martingale concentration bounds. Overall, we show that it is possible to build
an efficient message-passing implementation of a shared coin, and in the process
(almost-optimally) solve the classic consensus problem in the asynchronous message-passing
model.'
article_processing_charge: Yes (via OA deal)
author:
- first_name: Dan-Adrian
full_name: Alistarh, Dan-Adrian
id: 4A899BFC-F248-11E8-B48F-1D18A9856A87
last_name: Alistarh
orcid: 0000-0003-3650-940X
- first_name: James
full_name: Aspnes, James
last_name: Aspnes
- first_name: Valerie
full_name: King, Valerie
last_name: King
- first_name: Jared
full_name: Saia, Jared
last_name: Saia
citation:
ama: Alistarh D-A, Aspnes J, King V, Saia J. Communication-efficient randomized
consensus. Distributed Computing. 2018;31(6):489-501. doi:10.1007/s00446-017-0315-1
apa: Alistarh, D.-A., Aspnes, J., King, V., & Saia, J. (2018). Communication-efficient
randomized consensus. Distributed Computing. Springer. https://doi.org/10.1007/s00446-017-0315-1
chicago: Alistarh, Dan-Adrian, James Aspnes, Valerie King, and Jared Saia. “Communication-Efficient
Randomized Consensus.” Distributed Computing. Springer, 2018. https://doi.org/10.1007/s00446-017-0315-1.
ieee: D.-A. Alistarh, J. Aspnes, V. King, and J. Saia, “Communication-efficient
randomized consensus,” Distributed Computing, vol. 31, no. 6. Springer,
pp. 489–501, 2018.
ista: Alistarh D-A, Aspnes J, King V, Saia J. 2018. Communication-efficient randomized
consensus. Distributed Computing. 31(6), 489–501.
mla: Alistarh, Dan-Adrian, et al. “Communication-Efficient Randomized Consensus.”
Distributed Computing, vol. 31, no. 6, Springer, 2018, pp. 489–501, doi:10.1007/s00446-017-0315-1.
short: D.-A. Alistarh, J. Aspnes, V. King, J. Saia, Distributed Computing 31 (2018)
489–501.
date_created: 2018-12-11T11:47:01Z
date_published: 2018-11-01T00:00:00Z
date_updated: 2023-02-23T12:23:25Z
day: '01'
ddc:
- '000'
department:
- _id: DaAl
doi: 10.1007/s00446-017-0315-1
file:
- access_level: open_access
checksum: 69b46e537acdcac745237ddb853fcbb5
content_type: application/pdf
creator: dernst
date_created: 2019-01-22T07:25:51Z
date_updated: 2020-07-14T12:46:38Z
file_id: '5867'
file_name: 2017_DistribComp_Alistarh.pdf
file_size: 595707
relation: main_file
file_date_updated: 2020-07-14T12:46:38Z
has_accepted_license: '1'
intvolume: ' 31'
issue: '6'
language:
- iso: eng
license: https://creativecommons.org/licenses/by/4.0/
month: '11'
oa: 1
oa_version: Published Version
page: 489-501
project:
- _id: B67AFEDC-15C9-11EA-A837-991A96BB2854
name: IST Austria Open Access Fund
publication: Distributed Computing
publication_identifier:
issn:
- '01782770'
publication_status: published
publisher: Springer
publist_id: '7281'
quality_controlled: '1'
scopus_import: 1
status: public
title: Communication-efficient randomized consensus
tmp:
image: /images/cc_by.png
legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
short: CC BY (4.0)
type: journal_article
user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
volume: 31
year: '2018'
...
---
_id: '554'
abstract:
- lang: eng
text: We analyse the canonical Bogoliubov free energy functional in three dimensions
at low temperatures in the dilute limit. We prove existence of a first-order phase
transition and, in the limit (Formula presented.), we determine the critical temperature
to be (Formula presented.) to leading order. Here, (Formula presented.) is the
critical temperature of the free Bose gas, ρ is the density of the gas and a is
the scattering length of the pair-interaction potential V. We also prove asymptotic
expansions for the free energy. In particular, we recover the Lee–Huang–Yang formula
in the limit (Formula presented.).
author:
- first_name: Marcin M
full_name: Napiórkowski, Marcin M
id: 4197AD04-F248-11E8-B48F-1D18A9856A87
last_name: Napiórkowski
- first_name: Robin
full_name: Reuvers, Robin
last_name: Reuvers
- first_name: Jan
full_name: Solovej, Jan
last_name: Solovej
citation:
ama: 'Napiórkowski MM, Reuvers R, Solovej J. The Bogoliubov free energy functional
II: The dilute Limit. Communications in Mathematical Physics. 2018;360(1):347-403.
doi:10.1007/s00220-017-3064-x'
apa: 'Napiórkowski, M. M., Reuvers, R., & Solovej, J. (2018). The Bogoliubov
free energy functional II: The dilute Limit. Communications in Mathematical
Physics. Springer. https://doi.org/10.1007/s00220-017-3064-x'
chicago: 'Napiórkowski, Marcin M, Robin Reuvers, and Jan Solovej. “The Bogoliubov
Free Energy Functional II: The Dilute Limit.” Communications in Mathematical
Physics. Springer, 2018. https://doi.org/10.1007/s00220-017-3064-x.'
ieee: 'M. M. Napiórkowski, R. Reuvers, and J. Solovej, “The Bogoliubov free energy
functional II: The dilute Limit,” Communications in Mathematical Physics,
vol. 360, no. 1. Springer, pp. 347–403, 2018.'
ista: 'Napiórkowski MM, Reuvers R, Solovej J. 2018. The Bogoliubov free energy functional
II: The dilute Limit. Communications in Mathematical Physics. 360(1), 347–403.'
mla: 'Napiórkowski, Marcin M., et al. “The Bogoliubov Free Energy Functional II:
The Dilute Limit.” Communications in Mathematical Physics, vol. 360, no.
1, Springer, 2018, pp. 347–403, doi:10.1007/s00220-017-3064-x.'
short: M.M. Napiórkowski, R. Reuvers, J. Solovej, Communications in Mathematical
Physics 360 (2018) 347–403.
date_created: 2018-12-11T11:47:09Z
date_published: 2018-05-01T00:00:00Z
date_updated: 2021-01-12T08:02:35Z
day: '01'
department:
- _id: RoSe
doi: 10.1007/s00220-017-3064-x
external_id:
arxiv:
- '1511.05953'
intvolume: ' 360'
issue: '1'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://arxiv.org/abs/1511.05953
month: '05'
oa: 1
oa_version: Submitted Version
page: 347-403
project:
- _id: 25C878CE-B435-11E9-9278-68D0E5697425
call_identifier: FWF
grant_number: P27533_N27
name: Structure of the Excitation Spectrum for Many-Body Quantum Systems
publication: Communications in Mathematical Physics
publication_identifier:
issn:
- '00103616'
publication_status: published
publisher: Springer
publist_id: '7260'
quality_controlled: '1'
scopus_import: 1
status: public
title: 'The Bogoliubov free energy functional II: The dilute Limit'
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 360
year: '2018'
...
---
_id: '562'
abstract:
- lang: eng
text: Primary neuronal cell culture preparations are widely used to investigate
synaptic functions. This chapter describes a detailed protocol for the preparation
of a neuronal cell culture in which giant calyx-type synaptic terminals are formed.
This chapter also presents detailed protocols for utilizing the main technical
advantages provided by such a preparation, namely, labeling and imaging of synaptic
organelles and electrophysiological recordings directly from presynaptic terminals.
alternative_title:
- Methods in Molecular Biology
article_processing_charge: No
author:
- first_name: Dimitar
full_name: Dimitrov, Dimitar
last_name: Dimitrov
- first_name: Laurent
full_name: Guillaud, Laurent
last_name: Guillaud
- first_name: Kohgaku
full_name: Eguchi, Kohgaku
id: 2B7846DC-F248-11E8-B48F-1D18A9856A87
last_name: Eguchi
orcid: 0000-0002-6170-2546
- first_name: Tomoyuki
full_name: Takahashi, Tomoyuki
last_name: Takahashi
citation:
ama: 'Dimitrov D, Guillaud L, Eguchi K, Takahashi T. Culture of mouse giant central
nervous system synapses and application for imaging and electrophysiological analyses.
In: Skaper SD, ed. Neurotrophic Factors. Vol 1727. Springer; 2018:201-215.
doi:10.1007/978-1-4939-7571-6_15'
apa: Dimitrov, D., Guillaud, L., Eguchi, K., & Takahashi, T. (2018). Culture
of mouse giant central nervous system synapses and application for imaging and
electrophysiological analyses. In S. D. Skaper (Ed.), Neurotrophic Factors
(Vol. 1727, pp. 201–215). Springer. https://doi.org/10.1007/978-1-4939-7571-6_15
chicago: Dimitrov, Dimitar, Laurent Guillaud, Kohgaku Eguchi, and Tomoyuki Takahashi.
“Culture of Mouse Giant Central Nervous System Synapses and Application for Imaging
and Electrophysiological Analyses.” In Neurotrophic Factors, edited by
Stephen D. Skaper, 1727:201–15. Springer, 2018. https://doi.org/10.1007/978-1-4939-7571-6_15.
ieee: D. Dimitrov, L. Guillaud, K. Eguchi, and T. Takahashi, “Culture of mouse giant
central nervous system synapses and application for imaging and electrophysiological
analyses,” in Neurotrophic Factors, vol. 1727, S. D. Skaper, Ed. Springer,
2018, pp. 201–215.
ista: 'Dimitrov D, Guillaud L, Eguchi K, Takahashi T. 2018.Culture of mouse giant
central nervous system synapses and application for imaging and electrophysiological
analyses. In: Neurotrophic Factors. Methods in Molecular Biology, vol. 1727, 201–215.'
mla: Dimitrov, Dimitar, et al. “Culture of Mouse Giant Central Nervous System Synapses
and Application for Imaging and Electrophysiological Analyses.” Neurotrophic
Factors, edited by Stephen D. Skaper, vol. 1727, Springer, 2018, pp. 201–15,
doi:10.1007/978-1-4939-7571-6_15.
short: D. Dimitrov, L. Guillaud, K. Eguchi, T. Takahashi, in:, S.D. Skaper (Ed.),
Neurotrophic Factors, Springer, 2018, pp. 201–215.
date_created: 2018-12-11T11:47:11Z
date_published: 2018-01-01T00:00:00Z
date_updated: 2021-01-12T08:03:05Z
day: '01'
ddc:
- '570'
department:
- _id: RySh
doi: 10.1007/978-1-4939-7571-6_15
editor:
- first_name: Stephen D.
full_name: Skaper, Stephen D.
last_name: Skaper
external_id:
pmid:
- '29222783'
file:
- access_level: open_access
checksum: 8aa174ca65a56fbb19e9f88cff3ac3fd
content_type: application/pdf
creator: dernst
date_created: 2019-11-19T07:47:43Z
date_updated: 2020-07-14T12:47:09Z
file_id: '7046'
file_name: 2018_NeurotrophicFactors_Dimitrov.pdf
file_size: 787407
relation: main_file
file_date_updated: 2020-07-14T12:47:09Z
has_accepted_license: '1'
intvolume: ' 1727'
language:
- iso: eng
month: '01'
oa: 1
oa_version: Submitted Version
page: 201 - 215
pmid: 1
publication: Neurotrophic Factors
publication_status: published
publisher: Springer
publist_id: '7252'
quality_controlled: '1'
scopus_import: 1
status: public
title: Culture of mouse giant central nervous system synapses and application for
imaging and electrophysiological analyses
type: book_chapter
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 1727
year: '2018'
...
---
_id: '59'
abstract:
- lang: eng
text: Graph-based games are an important tool in computer science. They have applications
in synthesis, verification, refinement, and far beyond. We review graphbased games
with objectives on infinite plays. We give definitions and algorithms to solve
the games and to give a winning strategy. The objectives we consider are mostly
Boolean, but we also look at quantitative graph-based games and their objectives.
Synthesis aims to turn temporal logic specifications into correct reactive systems.
We explain the reduction of synthesis to graph-based games (or equivalently tree
automata) using synthesis of LTL specifications as an example. We treat the classical
approach that uses determinization of parity automata and more modern approaches.
author:
- first_name: Roderick
full_name: Bloem, Roderick
last_name: Bloem
- first_name: Krishnendu
full_name: Chatterjee, Krishnendu
id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
last_name: Chatterjee
orcid: 0000-0002-4561-241X
- first_name: Barbara
full_name: Jobstmann, Barbara
last_name: Jobstmann
citation:
ama: 'Bloem R, Chatterjee K, Jobstmann B. Graph games and reactive synthesis. In:
Henzinger TA, Clarke EM, Veith H, Bloem R, eds. Handbook of Model Checking.
1st ed. Springer; 2018:921-962. doi:10.1007/978-3-319-10575-8_27'
apa: Bloem, R., Chatterjee, K., & Jobstmann, B. (2018). Graph games and reactive
synthesis. In T. A. Henzinger, E. M. Clarke, H. Veith, & R. Bloem (Eds.),
Handbook of Model Checking (1st ed., pp. 921–962). Springer. https://doi.org/10.1007/978-3-319-10575-8_27
chicago: Bloem, Roderick, Krishnendu Chatterjee, and Barbara Jobstmann. “Graph Games
and Reactive Synthesis.” In Handbook of Model Checking, edited by Thomas
A Henzinger, Edmund M. Clarke, Helmut Veith, and Roderick Bloem, 1st ed., 921–62.
Springer, 2018. https://doi.org/10.1007/978-3-319-10575-8_27.
ieee: R. Bloem, K. Chatterjee, and B. Jobstmann, “Graph games and reactive synthesis,”
in Handbook of Model Checking, 1st ed., T. A. Henzinger, E. M. Clarke,
H. Veith, and R. Bloem, Eds. Springer, 2018, pp. 921–962.
ista: 'Bloem R, Chatterjee K, Jobstmann B. 2018.Graph games and reactive synthesis.
In: Handbook of Model Checking. , 921–962.'
mla: Bloem, Roderick, et al. “Graph Games and Reactive Synthesis.” Handbook of
Model Checking, edited by Thomas A Henzinger et al., 1st ed., Springer, 2018,
pp. 921–62, doi:10.1007/978-3-319-10575-8_27.
short: R. Bloem, K. Chatterjee, B. Jobstmann, in:, T.A. Henzinger, E.M. Clarke,
H. Veith, R. Bloem (Eds.), Handbook of Model Checking, 1st ed., Springer, 2018,
pp. 921–962.
date_created: 2018-12-11T11:44:24Z
date_published: 2018-05-19T00:00:00Z
date_updated: 2021-01-12T08:05:10Z
day: '19'
department:
- _id: KrCh
doi: 10.1007/978-3-319-10575-8_27
edition: '1'
editor:
- first_name: Thomas A
full_name: Henzinger, Thomas A
id: 40876CD8-F248-11E8-B48F-1D18A9856A87
last_name: Henzinger
orcid: 0000−0002−2985−7724
- first_name: Edmund M.
full_name: Clarke, Edmund M.
last_name: Clarke
- first_name: Helmut
full_name: Veith, Helmut
last_name: Veith
- first_name: Roderick
full_name: Bloem, Roderick
last_name: Bloem
language:
- iso: eng
month: '05'
oa_version: None
page: 921 - 962
publication: Handbook of Model Checking
publication_identifier:
isbn:
- 978-3-319-10574-1
publication_status: published
publisher: Springer
publist_id: '7995'
quality_controlled: '1'
scopus_import: 1
status: public
title: Graph games and reactive synthesis
type: book_chapter
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2018'
...
---
_id: '60'
abstract:
- lang: eng
text: Model checking is a computer-assisted method for the analysis of dynamical
systems that can be modeled by state-transition systems. Drawing from research
traditions in mathematical logic, programming languages, hardware design, and
theoretical computer science, model checking is now widely used for the verification
of hardware and software in industry. This chapter is an introduction and short
survey of model checking. The chapter aims to motivate and link the individual
chapters of the handbook, and to provide context for readers who are not familiar
with model checking.
author:
- first_name: Edmund
full_name: Clarke, Edmund
last_name: Clarke
- first_name: Thomas A
full_name: Henzinger, Thomas A
id: 40876CD8-F248-11E8-B48F-1D18A9856A87
last_name: Henzinger
orcid: 0000−0002−2985−7724
- first_name: Helmut
full_name: Veith, Helmut
last_name: Veith
citation:
ama: 'Clarke E, Henzinger TA, Veith H. Introduction to model checking. In: Henzinger
TA, ed. Handbook of Model Checking. Handbook of Model Checking. Springer;
2018:1-26. doi:10.1007/978-3-319-10575-8_1'
apa: Clarke, E., Henzinger, T. A., & Veith, H. (2018). Introduction to model
checking. In T. A. Henzinger (Ed.), Handbook of Model Checking (pp. 1–26).
Springer. https://doi.org/10.1007/978-3-319-10575-8_1
chicago: Clarke, Edmund, Thomas A Henzinger, and Helmut Veith. “Introduction to
Model Checking.” In Handbook of Model Checking, edited by Thomas A Henzinger,
1–26. Handbook of Model Checking. Springer, 2018. https://doi.org/10.1007/978-3-319-10575-8_1.
ieee: E. Clarke, T. A. Henzinger, and H. Veith, “Introduction to model checking,”
in Handbook of Model Checking, T. A. Henzinger, Ed. Springer, 2018, pp.
1–26.
ista: 'Clarke E, Henzinger TA, Veith H. 2018.Introduction to model checking. In:
Handbook of Model Checking. , 1–26.'
mla: Clarke, Edmund, et al. “Introduction to Model Checking.” Handbook of Model
Checking, edited by Thomas A Henzinger, Springer, 2018, pp. 1–26, doi:10.1007/978-3-319-10575-8_1.
short: E. Clarke, T.A. Henzinger, H. Veith, in:, T.A. Henzinger (Ed.), Handbook
of Model Checking, Springer, 2018, pp. 1–26.
date_created: 2018-12-11T11:44:25Z
date_published: 2018-05-19T00:00:00Z
date_updated: 2021-01-12T08:05:35Z
day: '19'
department:
- _id: ToHe
doi: 10.1007/978-3-319-10575-8_1
editor:
- first_name: Thomas A
full_name: Henzinger, Thomas A
last_name: Henzinger
language:
- iso: eng
month: '05'
oa_version: None
page: 1 - 26
publication: Handbook of Model Checking
publication_status: published
publisher: Springer
publist_id: '7994'
quality_controlled: '1'
scopus_import: 1
series_title: Handbook of Model Checking
status: public
title: Introduction to model checking
type: book_chapter
user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
year: '2018'
...
---
_id: '61'
abstract:
- lang: eng
text: 'We prove that there is no strongly regular graph (SRG) with parameters (460;
153; 32; 60). The proof is based on a recent lower bound on the number of 4-cliques
in a SRG and some applications of Euclidean representation of SRGs. '
article_processing_charge: No
author:
- first_name: Andriy
full_name: Bondarenko, Andriy
last_name: Bondarenko
- first_name: Anton
full_name: Mellit, Anton
id: 388D3134-F248-11E8-B48F-1D18A9856A87
last_name: Mellit
- first_name: Andriy
full_name: Prymak, Andriy
last_name: Prymak
- first_name: Danylo
full_name: Radchenko, Danylo
last_name: Radchenko
- first_name: Maryna
full_name: Viazovska, Maryna
last_name: Viazovska
citation:
ama: 'Bondarenko A, Mellit A, Prymak A, Radchenko D, Viazovska M. There is no strongly
regular graph with parameters (460; 153; 32; 60). In: Contemporary Computational
Mathematics. Springer; 2018:131-134. doi:10.1007/978-3-319-72456-0_7'
apa: Bondarenko, A., Mellit, A., Prymak, A., Radchenko, D., & Viazovska, M.
(2018). There is no strongly regular graph with parameters (460; 153; 32; 60).
In Contemporary Computational Mathematics (pp. 131–134). Springer. https://doi.org/10.1007/978-3-319-72456-0_7
chicago: Bondarenko, Andriy, Anton Mellit, Andriy Prymak, Danylo Radchenko, and
Maryna Viazovska. “There Is No Strongly Regular Graph with Parameters (460; 153;
32; 60).” In Contemporary Computational Mathematics, 131–34. Springer,
2018. https://doi.org/10.1007/978-3-319-72456-0_7.
ieee: A. Bondarenko, A. Mellit, A. Prymak, D. Radchenko, and M. Viazovska, “There
is no strongly regular graph with parameters (460; 153; 32; 60),” in Contemporary
Computational Mathematics, Springer, 2018, pp. 131–134.
ista: 'Bondarenko A, Mellit A, Prymak A, Radchenko D, Viazovska M. 2018.There is
no strongly regular graph with parameters (460; 153; 32; 60). In: Contemporary
Computational Mathematics. , 131–134.'
mla: Bondarenko, Andriy, et al. “There Is No Strongly Regular Graph with Parameters
(460; 153; 32; 60).” Contemporary Computational Mathematics, Springer,
2018, pp. 131–34, doi:10.1007/978-3-319-72456-0_7.
short: A. Bondarenko, A. Mellit, A. Prymak, D. Radchenko, M. Viazovska, in:, Contemporary
Computational Mathematics, Springer, 2018, pp. 131–134.
date_created: 2018-12-11T11:44:25Z
date_published: 2018-05-23T00:00:00Z
date_updated: 2021-01-12T08:06:06Z
day: '23'
department:
- _id: TaHa
doi: 10.1007/978-3-319-72456-0_7
extern: '1'
external_id:
arxiv:
- '1509.06286'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://arxiv.org/abs/1509.06286
month: '05'
oa: 1
oa_version: Preprint
page: 131 - 134
publication: Contemporary Computational Mathematics
publication_status: published
publisher: Springer
publist_id: '7993'
quality_controlled: '1'
status: public
title: There is no strongly regular graph with parameters (460; 153; 32; 60)
type: book_chapter
user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
year: '2018'
...
---
_id: '6354'
abstract:
- lang: eng
text: Blood platelets are critical for hemostasis and thrombosis, but also play
diverse roles during immune responses. We have recently reported that platelets
migrate at sites of infection in vitro and in vivo. Importantly, platelets use
their ability to migrate to collect and bundle fibrin (ogen)-bound bacteria accomplishing
efficient intravascular bacterial trapping. Here, we describe a method that allows
analyzing platelet migration in vitro, focusing on their ability to collect bacteria
and trap bacteria under flow.
acknowledgement: ' FöFoLe project 947 (F.G.), the Friedrich-Baur-Stiftung project
41/16 (F.G.)'
article_number: e3018
author:
- first_name: Shuxia
full_name: Fan, Shuxia
last_name: Fan
- first_name: Michael
full_name: Lorenz, Michael
last_name: Lorenz
- first_name: Steffen
full_name: Massberg, Steffen
last_name: Massberg
- first_name: Florian R
full_name: Gärtner, Florian R
id: 397A88EE-F248-11E8-B48F-1D18A9856A87
last_name: Gärtner
orcid: 0000-0001-6120-3723
citation:
ama: Fan S, Lorenz M, Massberg S, Gärtner FR. Platelet migration and bacterial trapping
assay under flow. Bio-Protocol. 2018;8(18). doi:10.21769/bioprotoc.3018
apa: Fan, S., Lorenz, M., Massberg, S., & Gärtner, F. R. (2018). Platelet migration
and bacterial trapping assay under flow. Bio-Protocol. Bio-Protocol. https://doi.org/10.21769/bioprotoc.3018
chicago: Fan, Shuxia, Michael Lorenz, Steffen Massberg, and Florian R Gärtner. “Platelet
Migration and Bacterial Trapping Assay under Flow.” Bio-Protocol. Bio-Protocol,
2018. https://doi.org/10.21769/bioprotoc.3018.
ieee: S. Fan, M. Lorenz, S. Massberg, and F. R. Gärtner, “Platelet migration and
bacterial trapping assay under flow,” Bio-Protocol, vol. 8, no. 18. Bio-Protocol,
2018.
ista: Fan S, Lorenz M, Massberg S, Gärtner FR. 2018. Platelet migration and bacterial
trapping assay under flow. Bio-Protocol. 8(18), e3018.
mla: Fan, Shuxia, et al. “Platelet Migration and Bacterial Trapping Assay under
Flow.” Bio-Protocol, vol. 8, no. 18, e3018, Bio-Protocol, 2018, doi:10.21769/bioprotoc.3018.
short: S. Fan, M. Lorenz, S. Massberg, F.R. Gärtner, Bio-Protocol 8 (2018).
date_created: 2019-04-29T09:40:33Z
date_published: 2018-09-20T00:00:00Z
date_updated: 2021-01-12T08:07:12Z
day: '20'
ddc:
- '570'
department:
- _id: MiSi
doi: 10.21769/bioprotoc.3018
ec_funded: 1
file:
- access_level: open_access
checksum: d4588377e789da7f360b553ae02c5119
content_type: application/pdf
creator: dernst
date_created: 2019-04-30T08:04:33Z
date_updated: 2020-07-14T12:47:28Z
file_id: '6360'
file_name: 2018_BioProtocol_Fan.pdf
file_size: 2928337
relation: main_file
file_date_updated: 2020-07-14T12:47:28Z
has_accepted_license: '1'
intvolume: ' 8'
issue: '18'
keyword:
- Platelets
- Cell migration
- Bacteria
- Shear flow
- Fibrinogen
- E. coli
language:
- iso: eng
month: '09'
oa: 1
oa_version: Published Version
project:
- _id: 260AA4E2-B435-11E9-9278-68D0E5697425
call_identifier: H2020
grant_number: '747687'
name: Mechanical Adaptation of Lamellipodial Actin Networks in Migrating Cells
publication: Bio-Protocol
publication_identifier:
issn:
- 2331-8325
publication_status: published
publisher: Bio-Protocol
quality_controlled: '1'
status: public
title: Platelet migration and bacterial trapping assay under flow
tmp:
image: /images/cc_by.png
legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
short: CC BY (4.0)
type: journal_article
user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
volume: 8
year: '2018'
...
---
_id: '6525'
abstract:
- lang: eng
text: This chapter finds an agreement of equivariant indices of semi-classical homomorphisms
between pairwise mirror branes in the GL2 Higgs moduli space on a Riemann surface.
On one side of the agreement, components of the Lagrangian brane of U(1,1) Higgs
bundles, whose mirror was proposed by Hitchin to be certain even exterior powers
of the hyperholomorphic Dirac bundle on the SL2 Higgs moduli space, are present.
The agreement arises from a mysterious functional equation. This gives strong
computational evidence for Hitchin’s proposal.
author:
- first_name: Tamás
full_name: Hausel, Tamás
id: 4A0666D8-F248-11E8-B48F-1D18A9856A87
last_name: Hausel
- first_name: Anton
full_name: Mellit, Anton
id: 388D3134-F248-11E8-B48F-1D18A9856A87
last_name: Mellit
- first_name: Du
full_name: Pei, Du
last_name: Pei
citation:
ama: 'Hausel T, Mellit A, Pei D. Mirror symmetry with branes by equivariant verlinde
formulas. In: Geometry and Physics: Volume I. Oxford University Press;
2018:189-218. doi:10.1093/oso/9780198802013.003.0009'
apa: 'Hausel, T., Mellit, A., & Pei, D. (2018). Mirror symmetry with branes
by equivariant verlinde formulas. In Geometry and Physics: Volume I (pp.
189–218). Oxford University Press. https://doi.org/10.1093/oso/9780198802013.003.0009'
chicago: 'Hausel, Tamás, Anton Mellit, and Du Pei. “Mirror Symmetry with Branes
by Equivariant Verlinde Formulas.” In Geometry and Physics: Volume I, 189–218.
Oxford University Press, 2018. https://doi.org/10.1093/oso/9780198802013.003.0009.'
ieee: 'T. Hausel, A. Mellit, and D. Pei, “Mirror symmetry with branes by equivariant
verlinde formulas,” in Geometry and Physics: Volume I, Oxford University
Press, 2018, pp. 189–218.'
ista: 'Hausel T, Mellit A, Pei D. 2018.Mirror symmetry with branes by equivariant
verlinde formulas. In: Geometry and Physics: Volume I. , 189–218.'
mla: 'Hausel, Tamás, et al. “Mirror Symmetry with Branes by Equivariant Verlinde
Formulas.” Geometry and Physics: Volume I, Oxford University Press, 2018,
pp. 189–218, doi:10.1093/oso/9780198802013.003.0009.'
short: 'T. Hausel, A. Mellit, D. Pei, in:, Geometry and Physics: Volume I, Oxford
University Press, 2018, pp. 189–218.'
date_created: 2019-06-06T12:42:01Z
date_published: 2018-01-01T00:00:00Z
date_updated: 2021-01-12T08:07:52Z
day: '01'
department:
- _id: TaHa
doi: 10.1093/oso/9780198802013.003.0009
language:
- iso: eng
month: '01'
oa_version: None
page: 189-218
publication: 'Geometry and Physics: Volume I'
publication_identifier:
isbn:
- '9780198802013'
- '9780191840500'
publication_status: published
publisher: Oxford University Press
quality_controlled: '1'
scopus_import: 1
status: public
title: Mirror symmetry with branes by equivariant verlinde formulas
type: book_chapter
user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
year: '2018'
...
---
_id: '690'
abstract:
- lang: eng
text: We consider spectral properties and the edge universality of sparse random
matrices, the class of random matrices that includes the adjacency matrices of
the Erdős–Rényi graph model G(N, p). We prove a local law for the eigenvalue density
up to the spectral edges. Under a suitable condition on the sparsity, we also
prove that the rescaled extremal eigenvalues exhibit GOE Tracy–Widom fluctuations
if a deterministic shift of the spectral edge due to the sparsity is included.
For the adjacency matrix of the Erdős–Rényi graph this establishes the Tracy–Widom
fluctuations of the second largest eigenvalue when p is much larger than N−2/3
with a deterministic shift of order (Np)−1.
article_number: 543-616
author:
- first_name: Jii
full_name: Lee, Jii
last_name: Lee
- first_name: Kevin
full_name: Schnelli, Kevin
id: 434AD0AE-F248-11E8-B48F-1D18A9856A87
last_name: Schnelli
orcid: 0000-0003-0954-3231
citation:
ama: Lee J, Schnelli K. Local law and Tracy–Widom limit for sparse random matrices.
Probability Theory and Related Fields. 2018;171(1-2). doi:10.1007/s00440-017-0787-8
apa: Lee, J., & Schnelli, K. (2018). Local law and Tracy–Widom limit for sparse
random matrices. Probability Theory and Related Fields. Springer. https://doi.org/10.1007/s00440-017-0787-8
chicago: Lee, Jii, and Kevin Schnelli. “Local Law and Tracy–Widom Limit for Sparse
Random Matrices.” Probability Theory and Related Fields. Springer, 2018.
https://doi.org/10.1007/s00440-017-0787-8.
ieee: J. Lee and K. Schnelli, “Local law and Tracy–Widom limit for sparse random
matrices,” Probability Theory and Related Fields, vol. 171, no. 1–2. Springer,
2018.
ista: Lee J, Schnelli K. 2018. Local law and Tracy–Widom limit for sparse random
matrices. Probability Theory and Related Fields. 171(1–2), 543–616.
mla: Lee, Jii, and Kevin Schnelli. “Local Law and Tracy–Widom Limit for Sparse Random
Matrices.” Probability Theory and Related Fields, vol. 171, no. 1–2, 543–616,
Springer, 2018, doi:10.1007/s00440-017-0787-8.
short: J. Lee, K. Schnelli, Probability Theory and Related Fields 171 (2018).
date_created: 2018-12-11T11:47:56Z
date_published: 2018-06-14T00:00:00Z
date_updated: 2021-01-12T08:09:33Z
day: '14'
department:
- _id: LaEr
doi: 10.1007/s00440-017-0787-8
ec_funded: 1
external_id:
arxiv:
- '1605.08767'
intvolume: ' 171'
issue: 1-2
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://arxiv.org/abs/1605.08767
month: '06'
oa: 1
oa_version: Preprint
project:
- _id: 258DCDE6-B435-11E9-9278-68D0E5697425
call_identifier: FP7
grant_number: '338804'
name: Random matrices, universality and disordered quantum systems
publication: Probability Theory and Related Fields
publication_status: published
publisher: Springer
publist_id: '7017'
quality_controlled: '1'
scopus_import: 1
status: public
title: Local law and Tracy–Widom limit for sparse random matrices
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 171
year: '2018'
...
---
_id: '703'
abstract:
- lang: eng
text: We consider the NP-hard problem of MAP-inference for undirected discrete graphical
models. We propose a polynomial time and practically efficient algorithm for finding
a part of its optimal solution. Specifically, our algorithm marks some labels
of the considered graphical model either as (i) optimal, meaning that they belong
to all optimal solutions of the inference problem; (ii) non-optimal if they provably
do not belong to any solution. With access to an exact solver of a linear programming
relaxation to the MAP-inference problem, our algorithm marks the maximal possible
(in a specified sense) number of labels. We also present a version of the algorithm,
which has access to a suboptimal dual solver only and still can ensure the (non-)optimality
for the marked labels, although the overall number of the marked labels may decrease.
We propose an efficient implementation, which runs in time comparable to a single
run of a suboptimal dual solver. Our method is well-scalable and shows state-of-the-art
results on computational benchmarks from machine learning and computer vision.
author:
- first_name: Alexander
full_name: Shekhovtsov, Alexander
last_name: Shekhovtsov
- first_name: Paul
full_name: Swoboda, Paul
id: 446560C6-F248-11E8-B48F-1D18A9856A87
last_name: Swoboda
- first_name: Bogdan
full_name: Savchynskyy, Bogdan
last_name: Savchynskyy
citation:
ama: Shekhovtsov A, Swoboda P, Savchynskyy B. Maximum persistency via iterative
relaxed inference with graphical models. IEEE Transactions on Pattern Analysis
and Machine Intelligence. 2018;40(7):1668-1682. doi:10.1109/TPAMI.2017.2730884
apa: Shekhovtsov, A., Swoboda, P., & Savchynskyy, B. (2018). Maximum persistency
via iterative relaxed inference with graphical models. IEEE Transactions on
Pattern Analysis and Machine Intelligence. IEEE. https://doi.org/10.1109/TPAMI.2017.2730884
chicago: Shekhovtsov, Alexander, Paul Swoboda, and Bogdan Savchynskyy. “Maximum
Persistency via Iterative Relaxed Inference with Graphical Models.” IEEE Transactions
on Pattern Analysis and Machine Intelligence. IEEE, 2018. https://doi.org/10.1109/TPAMI.2017.2730884.
ieee: A. Shekhovtsov, P. Swoboda, and B. Savchynskyy, “Maximum persistency via iterative
relaxed inference with graphical models,” IEEE Transactions on Pattern Analysis
and Machine Intelligence, vol. 40, no. 7. IEEE, pp. 1668–1682, 2018.
ista: Shekhovtsov A, Swoboda P, Savchynskyy B. 2018. Maximum persistency via iterative
relaxed inference with graphical models. IEEE Transactions on Pattern Analysis
and Machine Intelligence. 40(7), 1668–1682.
mla: Shekhovtsov, Alexander, et al. “Maximum Persistency via Iterative Relaxed Inference
with Graphical Models.” IEEE Transactions on Pattern Analysis and Machine Intelligence,
vol. 40, no. 7, IEEE, 2018, pp. 1668–82, doi:10.1109/TPAMI.2017.2730884.
short: A. Shekhovtsov, P. Swoboda, B. Savchynskyy, IEEE Transactions on Pattern
Analysis and Machine Intelligence 40 (2018) 1668–1682.
date_created: 2018-12-11T11:48:01Z
date_published: 2018-07-01T00:00:00Z
date_updated: 2021-01-12T08:11:32Z
day: '01'
department:
- _id: VlKo
doi: 10.1109/TPAMI.2017.2730884
external_id:
arxiv:
- '1508.07902'
intvolume: ' 40'
issue: '7'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://arxiv.org/abs/1508.07902
month: '07'
oa: 1
oa_version: Preprint
page: 1668-1682
publication: IEEE Transactions on Pattern Analysis and Machine Intelligence
publication_identifier:
issn:
- '01628828'
publication_status: published
publisher: IEEE
publist_id: '6992'
quality_controlled: '1'
scopus_import: 1
status: public
title: Maximum persistency via iterative relaxed inference with graphical models
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 40
year: '2018'
...
---
_id: '7116'
abstract:
- lang: eng
text: 'Training deep learning models has received tremendous research interest recently.
In particular, there has been intensive research on reducing the communication
cost of training when using multiple computational devices, through reducing the
precision of the underlying data representation. Naturally, such methods induce
system trade-offs—lowering communication precision could de-crease communication
overheads and improve scalability; but, on the other hand, it can also reduce
the accuracy of training. In this paper, we study this trade-off space, and ask:Can
low-precision communication consistently improve the end-to-end performance of
training modern neural networks, with no accuracy loss?From the performance point
of view, the answer to this question may appear deceptively easy: compressing
communication through low precision should help when the ratio between communication
and computation is high. However, this answer is less straightforward when we
try to generalize this principle across various neural network architectures (e.g.,
AlexNet vs. ResNet),number of GPUs (e.g., 2 vs. 8 GPUs), machine configurations(e.g.,
EC2 instances vs. NVIDIA DGX-1), communication primitives (e.g., MPI vs. NCCL),
and even different GPU architectures(e.g., Kepler vs. Pascal). Currently, it is
not clear how a realistic realization of all these factors maps to the speed up
provided by low-precision communication. In this paper, we conduct an empirical
study to answer this question and report the insights.'
article_processing_charge: No
author:
- first_name: Demjan
full_name: Grubic, Demjan
last_name: Grubic
- first_name: Leo
full_name: Tam, Leo
last_name: Tam
- first_name: Dan-Adrian
full_name: Alistarh, Dan-Adrian
id: 4A899BFC-F248-11E8-B48F-1D18A9856A87
last_name: Alistarh
orcid: 0000-0003-3650-940X
- first_name: Ce
full_name: Zhang, Ce
last_name: Zhang
citation:
ama: 'Grubic D, Tam L, Alistarh D-A, Zhang C. Synchronous multi-GPU training for
deep learning with low-precision communications: An empirical study. In: Proceedings
of the 21st International Conference on Extending Database Technology. OpenProceedings;
2018:145-156. doi:10.5441/002/EDBT.2018.14'
apa: 'Grubic, D., Tam, L., Alistarh, D.-A., & Zhang, C. (2018). Synchronous
multi-GPU training for deep learning with low-precision communications: An empirical
study. In Proceedings of the 21st International Conference on Extending Database
Technology (pp. 145–156). Vienna, Austria: OpenProceedings. https://doi.org/10.5441/002/EDBT.2018.14'
chicago: 'Grubic, Demjan, Leo Tam, Dan-Adrian Alistarh, and Ce Zhang. “Synchronous
Multi-GPU Training for Deep Learning with Low-Precision Communications: An Empirical
Study.” In Proceedings of the 21st International Conference on Extending Database
Technology, 145–56. OpenProceedings, 2018. https://doi.org/10.5441/002/EDBT.2018.14.'
ieee: 'D. Grubic, L. Tam, D.-A. Alistarh, and C. Zhang, “Synchronous multi-GPU training
for deep learning with low-precision communications: An empirical study,” in Proceedings
of the 21st International Conference on Extending Database Technology, Vienna,
Austria, 2018, pp. 145–156.'
ista: 'Grubic D, Tam L, Alistarh D-A, Zhang C. 2018. Synchronous multi-GPU training
for deep learning with low-precision communications: An empirical study. Proceedings
of the 21st International Conference on Extending Database Technology. EDBT: Conference
on Extending Database Technology, 145–156.'
mla: 'Grubic, Demjan, et al. “Synchronous Multi-GPU Training for Deep Learning with
Low-Precision Communications: An Empirical Study.” Proceedings of the 21st
International Conference on Extending Database Technology, OpenProceedings,
2018, pp. 145–56, doi:10.5441/002/EDBT.2018.14.'
short: D. Grubic, L. Tam, D.-A. Alistarh, C. Zhang, in:, Proceedings of the 21st
International Conference on Extending Database Technology, OpenProceedings, 2018,
pp. 145–156.
conference:
end_date: 2018-03-29
location: Vienna, Austria
name: 'EDBT: Conference on Extending Database Technology'
start_date: 2018-03-26
date_created: 2019-11-26T14:19:11Z
date_published: 2018-03-26T00:00:00Z
date_updated: 2023-02-23T12:59:17Z
day: '26'
ddc:
- '000'
department:
- _id: DaAl
doi: 10.5441/002/EDBT.2018.14
file:
- access_level: open_access
checksum: ec979b56abc71016d6e6adfdadbb4afe
content_type: application/pdf
creator: dernst
date_created: 2019-11-26T14:23:04Z
date_updated: 2020-07-14T12:47:49Z
file_id: '7118'
file_name: 2018_OpenProceedings_Grubic.pdf
file_size: 1603204
relation: main_file
file_date_updated: 2020-07-14T12:47:49Z
has_accepted_license: '1'
language:
- iso: eng
license: https://creativecommons.org/licenses/by-nc-nd/4.0/
month: '03'
oa: 1
oa_version: Published Version
page: 145-156
publication: Proceedings of the 21st International Conference on Extending Database
Technology
publication_identifier:
isbn:
- '9783893180783'
issn:
- 2367-2005
publication_status: published
publisher: OpenProceedings
quality_controlled: '1'
scopus_import: 1
status: public
title: 'Synchronous multi-GPU training for deep learning with low-precision communications:
An empirical study'
tmp:
image: /images/cc_by_nc_nd.png
legal_code_url: https://creativecommons.org/licenses/by-nc-nd/4.0/legalcode
name: Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International
(CC BY-NC-ND 4.0)
short: CC BY-NC-ND (4.0)
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2018'
...
---
_id: '7407'
abstract:
- lang: eng
text: 'Proofs of space (PoS) [Dziembowski et al., CRYPTO''15] are proof systems
where a prover can convince a verifier that he "wastes" disk space. PoS were introduced
as a more ecological and economical replacement for proofs of work which are currently
used to secure blockchains like Bitcoin. In this work we investigate extensions
of PoS which allow the prover to embed useful data into the dedicated space, which
later can be recovered. Our first contribution is a security proof for the original
PoS from CRYPTO''15 in the random oracle model (the original proof only applied
to a restricted class of adversaries which can store a subset of the data an honest
prover would store). When this PoS is instantiated with recent constructions of
maximally depth robust graphs, our proof implies basically optimal security. As
a second contribution we show three different extensions of this PoS where useful
data can be embedded into the space required by the prover. Our security proof
for the PoS extends (non-trivially) to these constructions. We discuss how some
of these variants can be used as proofs of catalytic space (PoCS), a notion we
put forward in this work, and which basically is a PoS where most of the space
required by the prover can be used to backup useful data. Finally we discuss how
one of the extensions is a candidate construction for a proof of replication (PoR),
a proof system recently suggested in the Filecoin whitepaper. '
alternative_title:
- LIPIcs
article_processing_charge: No
author:
- first_name: Krzysztof Z
full_name: Pietrzak, Krzysztof Z
id: 3E04A7AA-F248-11E8-B48F-1D18A9856A87
last_name: Pietrzak
orcid: 0000-0002-9139-1654
citation:
ama: 'Pietrzak KZ. Proofs of catalytic space. In: 10th Innovations in Theoretical
Computer Science Conference (ITCS 2019). Vol 124. Schloss Dagstuhl - Leibniz-Zentrum
für Informatik; 2018:59:1-59:25. doi:10.4230/LIPICS.ITCS.2019.59'
apa: 'Pietrzak, K. Z. (2018). Proofs of catalytic space. In 10th Innovations
in Theoretical Computer Science Conference (ITCS 2019) (Vol. 124, p. 59:1-59:25).
San Diego, CA, United States: Schloss Dagstuhl - Leibniz-Zentrum für Informatik.
https://doi.org/10.4230/LIPICS.ITCS.2019.59'
chicago: Pietrzak, Krzysztof Z. “Proofs of Catalytic Space.” In 10th Innovations
in Theoretical Computer Science Conference (ITCS 2019), 124:59:1-59:25. Schloss
Dagstuhl - Leibniz-Zentrum für Informatik, 2018. https://doi.org/10.4230/LIPICS.ITCS.2019.59.
ieee: K. Z. Pietrzak, “Proofs of catalytic space,” in 10th Innovations in Theoretical
Computer Science Conference (ITCS 2019), San Diego, CA, United States, 2018,
vol. 124, p. 59:1-59:25.
ista: 'Pietrzak KZ. 2018. Proofs of catalytic space. 10th Innovations in Theoretical
Computer Science Conference (ITCS 2019). ITCS: Innovations in theoretical Computer
Science Conference, LIPIcs, vol. 124, 59:1-59:25.'
mla: Pietrzak, Krzysztof Z. “Proofs of Catalytic Space.” 10th Innovations in
Theoretical Computer Science Conference (ITCS 2019), vol. 124, Schloss Dagstuhl
- Leibniz-Zentrum für Informatik, 2018, p. 59:1-59:25, doi:10.4230/LIPICS.ITCS.2019.59.
short: K.Z. Pietrzak, in:, 10th Innovations in Theoretical Computer Science Conference
(ITCS 2019), Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2018, p. 59:1-59:25.
conference:
end_date: 2019-01-12
location: San Diego, CA, United States
name: 'ITCS: Innovations in theoretical Computer Science Conference'
start_date: 2019-01-10
date_created: 2020-01-30T09:16:05Z
date_published: 2018-12-31T00:00:00Z
date_updated: 2021-01-12T08:13:26Z
day: '31'
ddc:
- '000'
department:
- _id: KrPi
doi: 10.4230/LIPICS.ITCS.2019.59
ec_funded: 1
file:
- access_level: open_access
checksum: 5cebb7f7849a3beda898f697d755dd96
content_type: application/pdf
creator: dernst
date_created: 2020-02-04T08:17:52Z
date_updated: 2020-07-14T12:47:57Z
file_id: '7443'
file_name: 2018_LIPIcs_Pietrzak.pdf
file_size: 822884
relation: main_file
file_date_updated: 2020-07-14T12:47:57Z
has_accepted_license: '1'
intvolume: ' 124'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://eprint.iacr.org/2018/194
month: '12'
oa: 1
oa_version: Published Version
page: 59:1-59:25
project:
- _id: 258AA5B2-B435-11E9-9278-68D0E5697425
call_identifier: H2020
grant_number: '682815'
name: Teaching Old Crypto New Tricks
publication: 10th Innovations in Theoretical Computer Science Conference (ITCS 2019)
publication_identifier:
isbn:
- 978-3-95977-095-8
issn:
- 1868-8969
publication_status: published
publisher: Schloss Dagstuhl - Leibniz-Zentrum für Informatik
quality_controlled: '1'
scopus_import: 1
status: public
title: Proofs of catalytic space
tmp:
image: /images/cc_by.png
legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
short: CC BY (4.0)
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 124
year: '2018'
...
---
_id: '6001'
abstract:
- lang: eng
text: "The concurrent memory reclamation problem is that of devising a way for a
deallocating thread to verify that no other concurrent threads hold references
to a memory block being deallocated. To date, in the absence of automatic garbage
collection, there is no satisfactory solution to this problem; existing tracking
methods like hazard pointers, reference counters, or epoch-based techniques like
RCU are either prohibitively expensive or require significant programming expertise
to the extent that implementing them efficiently can be worthy of a publication.
None of the existing techniques are automatic or even semi-automated.\r\nIn this
article, we take a new approach to concurrent memory reclamation. Instead of manually
tracking access to memory locations as done in techniques like hazard pointers,
or restricting shared accesses to specific epoch boundaries as in RCU, our algorithm,
called ThreadScan, leverages operating system signaling to automatically detect
which memory locations are being accessed by concurrent threads.\r\nInitial empirical
evidence shows that ThreadScan scales surprisingly well and requires negligible
programming effort beyond the standard use of Malloc and Free."
article_number: '18'
author:
- first_name: Dan-Adrian
full_name: Alistarh, Dan-Adrian
id: 4A899BFC-F248-11E8-B48F-1D18A9856A87
last_name: Alistarh
orcid: 0000-0003-3650-940X
- first_name: William
full_name: Leiserson, William
last_name: Leiserson
- first_name: Alexander
full_name: Matveev, Alexander
last_name: Matveev
- first_name: Nir
full_name: Shavit, Nir
last_name: Shavit
citation:
ama: 'Alistarh D-A, Leiserson W, Matveev A, Shavit N. ThreadScan: Automatic and
scalable memory reclamation. ACM Transactions on Parallel Computing. 2018;4(4).
doi:10.1145/3201897'
apa: 'Alistarh, D.-A., Leiserson, W., Matveev, A., & Shavit, N. (2018). ThreadScan:
Automatic and scalable memory reclamation. ACM Transactions on Parallel Computing.
Association for Computing Machinery. https://doi.org/10.1145/3201897'
chicago: 'Alistarh, Dan-Adrian, William Leiserson, Alexander Matveev, and Nir Shavit.
“ThreadScan: Automatic and Scalable Memory Reclamation.” ACM Transactions on
Parallel Computing. Association for Computing Machinery, 2018. https://doi.org/10.1145/3201897.'
ieee: 'D.-A. Alistarh, W. Leiserson, A. Matveev, and N. Shavit, “ThreadScan: Automatic
and scalable memory reclamation,” ACM Transactions on Parallel Computing,
vol. 4, no. 4. Association for Computing Machinery, 2018.'
ista: 'Alistarh D-A, Leiserson W, Matveev A, Shavit N. 2018. ThreadScan: Automatic
and scalable memory reclamation. ACM Transactions on Parallel Computing. 4(4),
18.'
mla: 'Alistarh, Dan-Adrian, et al. “ThreadScan: Automatic and Scalable Memory Reclamation.”
ACM Transactions on Parallel Computing, vol. 4, no. 4, 18, Association
for Computing Machinery, 2018, doi:10.1145/3201897.'
short: D.-A. Alistarh, W. Leiserson, A. Matveev, N. Shavit, ACM Transactions on
Parallel Computing 4 (2018).
date_created: 2019-02-14T13:24:11Z
date_published: 2018-09-01T00:00:00Z
date_updated: 2023-02-23T13:17:54Z
day: '01'
department:
- _id: DaAl
doi: 10.1145/3201897
intvolume: ' 4'
issue: '4'
language:
- iso: eng
month: '09'
oa_version: None
publication: ACM Transactions on Parallel Computing
publication_identifier:
issn:
- 2329-4949
publication_status: published
publisher: Association for Computing Machinery
quality_controlled: '1'
related_material:
record:
- id: '779'
relation: earlier_version
status: public
scopus_import: 1
status: public
title: 'ThreadScan: Automatic and scalable memory reclamation'
type: journal_article
user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
volume: 4
year: '2018'
...
---
_id: '7812'
abstract:
- lang: eng
text: Deep neural networks (DNNs) continue to make significant advances, solving
tasks from image classification to translation or reinforcement learning. One
aspect of the field receiving considerable attention is efficiently executing
deep models in resource-constrained environments, such as mobile or embedded devices.
This paper focuses on this problem, and proposes two new compression methods,
which jointly leverage weight quantization and distillation of larger teacher
networks into smaller student networks. The first method we propose is called
quantized distillation and leverages distillation during the training process,
by incorporating distillation loss, expressed with respect to the teacher, into
the training of a student network whose weights are quantized to a limited set
of levels. The second method, differentiable quantization, optimizes the location
of quantization points through stochastic gradient descent, to better fit the
behavior of the teacher model. We validate both methods through experiments on
convolutional and recurrent architectures. We show that quantized shallow students
can reach similar accuracy levels to full-precision teacher models, while providing
order of magnitude compression, and inference speedup that is linear in the depth
reduction. In sum, our results enable DNNs for resource-constrained environments
to leverage architecture and accuracy advances developed on more powerful devices.
article_processing_charge: No
author:
- first_name: Antonio
full_name: Polino, Antonio
last_name: Polino
- first_name: Razvan
full_name: Pascanu, Razvan
last_name: Pascanu
- first_name: Dan-Adrian
full_name: Alistarh, Dan-Adrian
id: 4A899BFC-F248-11E8-B48F-1D18A9856A87
last_name: Alistarh
orcid: 0000-0003-3650-940X
citation:
ama: 'Polino A, Pascanu R, Alistarh D-A. Model compression via distillation and
quantization. In: 6th International Conference on Learning Representations.
; 2018.'
apa: Polino, A., Pascanu, R., & Alistarh, D.-A. (2018). Model compression via
distillation and quantization. In 6th International Conference on Learning
Representations. Vancouver, Canada.
chicago: Polino, Antonio, Razvan Pascanu, and Dan-Adrian Alistarh. “Model Compression
via Distillation and Quantization.” In 6th International Conference on Learning
Representations, 2018.
ieee: A. Polino, R. Pascanu, and D.-A. Alistarh, “Model compression via distillation
and quantization,” in 6th International Conference on Learning Representations,
Vancouver, Canada, 2018.
ista: 'Polino A, Pascanu R, Alistarh D-A. 2018. Model compression via distillation
and quantization. 6th International Conference on Learning Representations. ICLR:
International Conference on Learning Representations.'
mla: Polino, Antonio, et al. “Model Compression via Distillation and Quantization.”
6th International Conference on Learning Representations, 2018.
short: A. Polino, R. Pascanu, D.-A. Alistarh, in:, 6th International Conference
on Learning Representations, 2018.
conference:
end_date: 2018-05-03
location: Vancouver, Canada
name: 'ICLR: International Conference on Learning Representations'
start_date: 2018-04-30
date_created: 2020-05-10T22:00:51Z
date_published: 2018-05-01T00:00:00Z
date_updated: 2023-02-23T13:18:41Z
day: '01'
ddc:
- '000'
department:
- _id: DaAl
external_id:
arxiv:
- '1802.05668'
file:
- access_level: open_access
checksum: a4336c167978e81891970e4e4517a8c3
content_type: application/pdf
creator: dernst
date_created: 2020-05-26T13:02:00Z
date_updated: 2020-07-14T12:48:03Z
file_id: '7894'
file_name: 2018_ICLR_Polino.pdf
file_size: 308339
relation: main_file
file_date_updated: 2020-07-14T12:48:03Z
has_accepted_license: '1'
language:
- iso: eng
month: '05'
oa: 1
oa_version: Published Version
publication: 6th International Conference on Learning Representations
publication_status: published
quality_controlled: '1'
scopus_import: 1
status: public
title: Model compression via distillation and quantization
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2018'
...
---
_id: '8547'
abstract:
- lang: eng
text: The cerebral cortex contains multiple hierarchically organized areas with
distinctive cytoarchitectonical patterns, but the cellular mechanisms underlying
the emergence of this diversity remain unclear. Here, we have quantitatively investigated
the neuronal output of individual progenitor cells in the ventricular zone of
the developing mouse neocortex using a combination of methods that together circumvent
the biases and limitations of individual approaches. We found that individual
cortical progenitor cells show a high degree of stochasticity and generate pyramidal
cell lineages that adopt a wide range of laminar configurations. Mathematical
modelling these lineage data suggests that a small number of progenitor cell populations,
each generating pyramidal cells following different stochastic developmental programs,
suffice to generate the heterogenous complement of pyramidal cell lineages that
collectively build the complex cytoarchitecture of the neocortex.
acknowledgement: We thank I. Andrew and S.E. Bae for excellent technical assistance,
F. Gage for plasmids, and K. Nave (Nex-Cre) for mouse colonies. We thank members
of the Marín and Rico laboratories for stimulating discussions and ideas. Our research
on this topic is supported by grants from the European Research Council (ERC-2017-AdG
787355 to O.M and ERC2016-CoG 725780 to S.H.) and Wellcome Trust (103714MA) to O.M.
L.L. was the recipient of an EMBO long-term postdoctoral fellowship, R.B. received
support from FWF Lise-Meitner program (M 2416) and F.K.W. was supported by an EMBO
postdoctoral fellowship and is currently a Marie Skłodowska-Curie Fellow from the
European Commission under the H2020 Programme.
article_processing_charge: No
author:
- first_name: Alfredo
full_name: Llorca, Alfredo
last_name: Llorca
- first_name: Gabriele
full_name: Ciceri, Gabriele
last_name: Ciceri
- first_name: Robert J
full_name: Beattie, Robert J
id: 2E26DF60-F248-11E8-B48F-1D18A9856A87
last_name: Beattie
orcid: 0000-0002-8483-8753
- first_name: Fong K.
full_name: Wong, Fong K.
last_name: Wong
- first_name: Giovanni
full_name: Diana, Giovanni
last_name: Diana
- first_name: Eleni
full_name: Serafeimidou, Eleni
last_name: Serafeimidou
- first_name: Marian
full_name: Fernández-Otero, Marian
last_name: Fernández-Otero
- first_name: Carmen
full_name: Streicher, Carmen
id: 36BCB99C-F248-11E8-B48F-1D18A9856A87
last_name: Streicher
- first_name: Sebastian J.
full_name: Arnold, Sebastian J.
last_name: Arnold
- first_name: Martin
full_name: Meyer, Martin
last_name: Meyer
- first_name: Simon
full_name: Hippenmeyer, Simon
id: 37B36620-F248-11E8-B48F-1D18A9856A87
last_name: Hippenmeyer
orcid: 0000-0003-2279-1061
- first_name: Miguel
full_name: Maravall, Miguel
last_name: Maravall
- first_name: Oscar
full_name: Marín, Oscar
last_name: Marín
citation:
ama: Llorca A, Ciceri G, Beattie RJ, et al. Heterogeneous progenitor cell behaviors
underlie the assembly of neocortical cytoarchitecture. bioRxiv. doi:10.1101/494088
apa: Llorca, A., Ciceri, G., Beattie, R. J., Wong, F. K., Diana, G., Serafeimidou,
E., … Marín, O. (n.d.). Heterogeneous progenitor cell behaviors underlie the assembly
of neocortical cytoarchitecture. bioRxiv. Cold Spring Harbor Laboratory.
https://doi.org/10.1101/494088
chicago: Llorca, Alfredo, Gabriele Ciceri, Robert J Beattie, Fong K. Wong, Giovanni
Diana, Eleni Serafeimidou, Marian Fernández-Otero, et al. “Heterogeneous Progenitor
Cell Behaviors Underlie the Assembly of Neocortical Cytoarchitecture.” BioRxiv.
Cold Spring Harbor Laboratory, n.d. https://doi.org/10.1101/494088.
ieee: A. Llorca et al., “Heterogeneous progenitor cell behaviors underlie
the assembly of neocortical cytoarchitecture,” bioRxiv. Cold Spring Harbor
Laboratory.
ista: Llorca A, Ciceri G, Beattie RJ, Wong FK, Diana G, Serafeimidou E, Fernández-Otero
M, Streicher C, Arnold SJ, Meyer M, Hippenmeyer S, Maravall M, Marín O. Heterogeneous
progenitor cell behaviors underlie the assembly of neocortical cytoarchitecture.
bioRxiv, 10.1101/494088.
mla: Llorca, Alfredo, et al. “Heterogeneous Progenitor Cell Behaviors Underlie the
Assembly of Neocortical Cytoarchitecture.” BioRxiv, Cold Spring Harbor
Laboratory, doi:10.1101/494088.
short: A. Llorca, G. Ciceri, R.J. Beattie, F.K. Wong, G. Diana, E. Serafeimidou,
M. Fernández-Otero, C. Streicher, S.J. Arnold, M. Meyer, S. Hippenmeyer, M. Maravall,
O. Marín, BioRxiv (n.d.).
date_created: 2020-09-21T12:01:50Z
date_published: 2018-12-13T00:00:00Z
date_updated: 2021-01-12T08:20:00Z
day: '13'
department:
- _id: SiHi
doi: 10.1101/494088
ec_funded: 1
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://doi.org/10.1101/494088
month: '12'
oa: 1
oa_version: Preprint
project:
- _id: 260018B0-B435-11E9-9278-68D0E5697425
call_identifier: H2020
grant_number: '725780'
name: Principles of Neural Stem Cell Lineage Progression in Cerebral Cortex Development
- _id: 264E56E2-B435-11E9-9278-68D0E5697425
call_identifier: FWF
grant_number: M02416
name: Molecular Mechanisms Regulating Gliogenesis in the Cerebral Cortex
publication: bioRxiv
publication_status: submitted
publisher: Cold Spring Harbor Laboratory
status: public
title: Heterogeneous progenitor cell behaviors underlie the assembly of neocortical
cytoarchitecture
type: preprint
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2018'
...