TY - JOUR
AU - Schwayer, Cornelia
AU - Sikora, Mateusz K
AU - Slovakova, Jana
AU - Kardos, Roland
AU - Heisenberg, Carl-Philipp J
ID - 1096
IS - 6
JF - Developmental Cell
TI - Actin rings of power
VL - 37
ER -
TY - CONF
AB - We present an interactive system for computational design, optimization, and fabrication of multicopters. Our computational approach allows non-experts to design, explore, and evaluate a wide range of different multicopters. We provide users with an intuitive interface for assembling a multicopter from a collection of components (e.g., propellers, motors, and carbon fiber rods). Our algorithm interactively optimizes shape and controller parameters of the current design to ensure its proper operation. In addition, we allow incorporating a variety of other metrics (such as payload, battery usage, size, and cost) into the design process and exploring tradeoffs between them. We show the efficacy of our method and system by designing, optimizing, fabricating, and operating multicopters with complex geometries and propeller configurations. We also demonstrate the ability of our optimization algorithm to improve the multicopter performance under different metrics.
AU - Du, Tao
AU - Schulz, Adriana
AU - Zhu, Bo
AU - Bickel, Bernd
AU - Matusik, Wojciech
ID - 1097
IS - 6
TI - Computational multicopter design
VL - 35
ER -
TY - CONF
AB - Better understanding of the potential benefits of information transfer and representation learning is an important step towards the goal of building intelligent systems that are able to persist in the world and learn over time. In this work, we consider a setting where the learner encounters a stream of tasks but is able to retain only limited information from each encountered task, such as a learned predictor. In contrast to most previous works analyzing this scenario, we do not make any distributional assumptions on the task generating process. Instead, we formulate a complexity measure that captures the diversity of the observed tasks. We provide a lifelong learning algorithm with error guarantees for every observed task (rather than on average). We show sample complexity reductions in comparison to solving every task in isolation in terms of our task complexity measure. Further, our algorithmic framework can naturally be viewed as learning a representation from encountered tasks with a neural network.
AU - Pentina, Anastasia
AU - Urner, Ruth
ID - 1098
TI - Lifelong learning with weighted majority votes
VL - 29
ER -
TY - CONF
AB - We present FlexMolds, a novel computational approach to automatically design flexible, reusable molds that, once 3D printed, allow us to physically fabricate, by means of liquid casting, multiple copies of complex shapes with rich surface details and complex topology. The approach to design such flexible molds is based on a greedy bottom-up search of possible cuts over an object, evaluating for each possible cut the feasibility of the resulting mold. We use a dynamic simulation approach to evaluate candidate molds, providing a heuristic to generate forces that are able to open, detach, and remove a complex mold from the object it surrounds. We have tested the approach with a number of objects with nontrivial shapes and topologies.
AU - Malomo, Luigi
AU - Pietroni, Nico
AU - Bickel, Bernd
AU - Cignoni, Paolo
ID - 1099
IS - 6
TI - FlexMolds: Automatic design of flexible shells for molding
VL - 35
ER -
TY - JOUR
AB - Optical sensors based on the phenomenon of Förster resonance energy transfer (FRET) are powerful tools that have advanced the study of small molecules in biological systems. However, sensor construction is not trivial and often requires multiple rounds of engineering or an ability to screen large numbers of variants. A method that would allow the accurate rational design of FRET sensors would expedite the production of biologically useful sensors. Here, we present Rangefinder, a computational algorithm that allows rapid in silico screening of dye attachment sites in a ligand-binding protein for the conjugation of a dye molecule to act as a Förster acceptor for a fused fluorescent protein. We present three ratiometric fluorescent sensors designed with Rangefinder, including a maltose sensor with a dynamic range of >300% and the first sensors for the most abundant sialic acid in human cells, N-acetylneuraminic acid. Provided a ligand-binding protein exists, it is our expectation that this model will facilitate the design of an optical sensor for any small molecule of interest.
AU - Mitchell, Joshua
AU - Whitfield, Jason
AU - Zhang, William
AU - Henneberger, Christian
AU - Janovjak, Harald L
AU - O'Mara, Megan
AU - Jackson, Colin
ID - 1101
IS - 11
JF - ACS SENSORS
TI - Rangefinder: A semisynthetic FRET sensor design algorithm
VL - 1
ER -
TY - CONF
AB - Weakly-supervised object localization methods tend to fail for object classes that consistently co-occur with the same background elements, e.g. trains on tracks. We propose a method to overcome these failures by adding a very small amount of model-specific additional annotation. The main idea is to cluster a deep network\'s mid-level representations and assign object or distractor labels to each cluster. Experiments show substantially improved localization results on the challenging ILSVC2014 dataset for bounding box detection and the PASCAL VOC2012 dataset for semantic segmentation.
AU - Kolesnikov, Alexander
AU - Lampert, Christoph
ID - 1102
T2 - Proceedings of the British Machine Vision Conference 2016
TI - Improving weakly-supervised object localization by micro-annotation
VL - 2016-September
ER -
TY - CONF
AB - We propose two parallel state-space-exploration algorithms for hybrid automaton (HA), with the goal of enhancing performance on multi-core shared-memory systems. The first uses the parallel, breadth-first-search algorithm (PBFS) of the SPIN model checker, when traversing the discrete modes of the HA, and enhances it with a parallel exploration of the continuous states within each mode. We show that this simple-minded extension of PBFS does not provide the desired load balancing in many HA benchmarks. The second algorithm is a task-parallel BFS algorithm (TP-BFS), which uses a cheap precomputation of the cost associated with the post operations (both continuous and discrete) in order to improve load balancing. We illustrate the TP-BFS and the cost precomputation of the post operators on a support-function-based algorithm for state-space exploration. The performance comparison of the two algorithms shows that, in general, TP-BFS provides a better utilization/load-balancing of the CPU. Both algorithms are implemented in the model checker XSpeed. Our experiments show a maximum speed-up of more than 2000 χ on a navigation benchmark, with respect to SpaceEx LGG scenario. In order to make the comparison fair, we employed an equal number of post operations in both tools. To the best of our knowledge, this paper represents the first attempt to provide parallel, reachability-analysis algorithms for HA.
AU - Gurung, Amit
AU - Deka, Arup
AU - Bartocci, Ezio
AU - Bogomolov, Sergiy
AU - Grosu, Radu
AU - Ray, Rajarshi
ID - 1103
TI - Parallel reachability analysis for hybrid systems
ER -
TY - CONF
AB - Jointly characterizing neural responses in terms of several external variables promises novel insights into circuit function, but remains computationally prohibitive in practice. Here we use gaussian process (GP) priors and exploit recent advances in fast GP inference and learning based on Kronecker methods, to efficiently estimate multidimensional nonlinear tuning functions. Our estimator require considerably less data than traditional methods and further provides principled uncertainty estimates. We apply these tools to hippocampal recordings during open field exploration and use them to characterize the joint dependence of CA1 responses on the position of the animal and several other variables, including the animal\'s speed, direction of motion, and network oscillations.Our results provide an unprecedentedly detailed quantification of the tuning of hippocampal neurons. The model\'s generality suggests that our approach can be used to estimate neural response properties in other brain regions.
AU - Savin, Cristina
AU - Tkacik, Gasper
ID - 1105
TI - Estimating nonlinear neural response functions using GP priors and Kronecker methods
VL - 29
ER -
TY - CONF
AB - We present a coherent microwave to telecom signal converter based on the electro-optical effect using a crystalline WGM-resonator coupled to a 3D microwave cavity, achieving high photon conversion efficiency of 0.1% with MHz bandwidth.
AU - Rueda, Alfredo
AU - Sedlmeir, Florian
AU - Collodo, Michele
AU - Vogl, Ulrich
AU - Stiller, Birgit
AU - Schunk, Georg
AU - Strekalov, Dimitry
AU - Marquardt, Christoph
AU - Fink, Johannes M
AU - Painter, Oskar
AU - Leuchs, Gerd
AU - Schwefel, Harald
ID - 1115
TI - Efficient single sideband microwave to optical conversion using a LiNbO inf 3 inf WGM-resonator
ER -
TY - THES
AB - Computer graphics is an extremely exciting field for two reasons. On the one hand,
there is a healthy injection of pragmatism coming from the visual effects industry
that want robust algorithms that work so they can produce results at an increasingly
frantic pace. On the other hand, they must always try to push the envelope and
achieve the impossible to wow their audiences in the next blockbuster, which means
that the industry has not succumb to conservatism, and there is plenty of room to
try out new and crazy ideas if there is a chance that it will pan into something
useful.
Water simulation has been in visual effects for decades, however it still remains
extremely challenging because of its high computational cost and difficult artdirectability.
The work in this thesis tries to address some of these difficulties.
Specifically, we make the following three novel contributions to the state-of-the-art
in water simulation for visual effects.
First, we develop the first algorithm that can convert any sequence of closed
surfaces in time into a moving triangle mesh. State-of-the-art methods at the time
could only handle surfaces with fixed connectivity, but we are the first to be able to
handle surfaces that merge and split apart. This is important for water simulation
practitioners, because it allows them to convert splashy water surfaces extracted
from particles or simulated using grid-based level sets into triangle meshes that can
be either textured and enhanced with extra surface dynamics as a post-process.
We also apply our algorithm to other phenomena that merge and split apart, such
as morphs and noisy reconstructions of human performances.
Second, we formulate a surface-based energy that measures the deviation of a
water surface froma physically valid state. Such discrepancies arise when there is a
mismatch in the degrees of freedom between the water surface and the underlying
physics solver. This commonly happens when practitioners use a moving triangle
mesh with a grid-based physics solver, or when high-resolution grid-based surfaces
are combined with low-resolution physics. Following the direction of steepest
descent on our surface-based energy, we can either smooth these artifacts or turn
them into high-resolution waves by interpreting the energy as a physical potential.
Third, we extend state-of-the-art techniques in non-reflecting boundaries to handle spatially and time-varying background flows. This allows a novel new
workflow where practitioners can re-simulate part of an existing simulation, such
as removing a solid obstacle, adding a new splash or locally changing the resolution.
Such changes can easily lead to new waves in the re-simulated region that would
reflect off of the new simulation boundary, effectively ruining the illusion of a
seamless simulation boundary between the existing and new simulations. Our
non-reflecting boundaries makes sure that such waves are absorbed.
AU - Bojsen-Hansen, Morten
ID - 1122
TI - Tracking, correcting and absorbing water surface waves
ER -
TY - THES
AB - Traditionally machine learning has been focusing on the problem of solving a single
task in isolation. While being quite well understood, this approach disregards an
important aspect of human learning: when facing a new problem, humans are able to
exploit knowledge acquired from previously learned tasks. Intuitively, access to several
problems simultaneously or sequentially could also be advantageous for a machine
learning system, especially if these tasks are closely related. Indeed, results of many
empirical studies have provided justification for this intuition. However, theoretical
justifications of this idea are rather limited.
The focus of this thesis is to expand the understanding of potential benefits of information
transfer between several related learning problems. We provide theoretical
analysis for three scenarios of multi-task learning - multiple kernel learning, sequential
learning and active task selection. We also provide a PAC-Bayesian perspective on
lifelong learning and investigate how the task generation process influences the generalization
guarantees in this scenario. In addition, we show how some of the obtained
theoretical results can be used to derive principled multi-task and lifelong learning
algorithms and illustrate their performance on various synthetic and real-world datasets.
AU - Pentina, Anastasia
ID - 1126
TI - Theoretical foundations of multi-task lifelong learning
ER -
TY - THES
AB - The process of gene expression is central to the modern understanding of how cellular systems
function. In this process, a special kind of regulatory proteins, called transcription factors,
are important to determine how much protein is produced from a given gene. As biological
information is transmitted from transcription factor concentration to mRNA levels to amounts of
protein, various sources of noise arise and pose limits to the fidelity of intracellular signaling.
This thesis concerns itself with several aspects of stochastic gene expression: (i) the mathematical
description of complex promoters responsible for the stochastic production of biomolecules,
(ii) fundamental limits to information processing the cell faces due to the interference from multiple
fluctuating signals, (iii) how the presence of gene expression noise influences the evolution
of regulatory sequences, (iv) and tools for the experimental study of origins and consequences
of cell-cell heterogeneity, including an application to bacterial stress response systems.
AU - Rieckh, Georg
ID - 1128
TI - Studying the complexities of transcriptional regulation
ER -
TY - CONF
AB - Hybrid systems have both continuous and discrete dynamics and are useful for modeling a variety of control systems, from air traffic control protocols to robotic maneuvers and beyond. Recently, numerous powerful and scalable tools for analyzing hybrid systems have emerged. Several of these tools implement automated formal methods for mathematically proving a system meets a specification. This tutorial session will present three recent hybrid systems tools: C2E2, HyST, and TuLiP. C2E2 is a simulated-based verification tool for hybrid systems, and uses validated numerical solvers and bloating of simulation traces to verify systems meet specifications. HyST is a hybrid systems model transformation and translation tool, and uses a canonical intermediate representation to support most of the recent verification tools, as well as automated sound abstractions that simplify verification of a given hybrid system. TuLiP is a controller synthesis tool for hybrid systems, where given a temporal logic specification to be satisfied for a system (plant) model, TuLiP will find a controller that meets a given specification. © 2016 IEEE.
AU - Duggirala, Parasara
AU - Fan, Chuchu
AU - Potok, Matthew
AU - Qi, Bolun
AU - Mitra, Sayan
AU - Viswanathan, Mahesh
AU - Bak, Stanley
AU - Bogomolov, Sergiy
AU - Johnson, Taylor
AU - Nguyen, Luan
AU - Schilling, Christian
AU - Sogokon, Andrew
AU - Tran, Hoang
AU - Xiang, Weiming
ID - 1134
T2 - 2016 IEEE Conference on Control Applications
TI - Tutorial: Software tools for hybrid systems verification transformation and synthesis C2E2 HyST and TuLiP
ER -
TY - CONF
AB - Time-triggered (TT) switched networks are a deterministic communication infrastructure used by real-time distributed embedded systems. These networks rely on the notion of globally discretized time (i.e. time slots) and a static TT schedule that prescribes which message is sent through which link at every time slot, such that all messages reach their destination before a global timeout. These schedules are generated offline, assuming a static network with fault-free links, and entrusting all error-handling functions to the end user. Assuming the network is static is an over-optimistic view, and indeed links tend to fail in practice. We study synthesis of TT schedules on a network in which links fail over time and we assume the switches run a very simple error-recovery protocol once they detect a crashed link. We address the problem of finding a pk; qresistant schedule; namely, one that, assuming the switches run a fixed error-recovery protocol, guarantees that the number of messages that arrive at their destination by the timeout is at least no matter what sequence of at most k links fail. Thus, we maintain the simplicity of the switches while giving a guarantee on the number of messages that meet the timeout. We show how a pk; q-resistant schedule can be obtained using a CEGAR-like approach: find a schedule, decide whether it is pk; q-resistant, and if it is not, use the witnessing fault sequence to generate a constraint that is added to the program. The newly added constraint disallows the schedule to be regenerated in a future iteration while also eliminating several other schedules that are not pk; q-resistant. We illustrate the applicability of our approach using an SMT-based implementation. © 2016 ACM.
AU - Avni, Guy
AU - Guha, Shibashis
AU - Rodríguez Navas, Guillermo
ID - 1135
T2 - Proceedings of the 13th International Conference on Embedded Software
TI - Synthesizing time triggered schedules for switched networks with faulty links
ER -
TY - CONF
AB - We propose an interactive sculpting system for seamlessly editing pre-computed animations of liquid, without the need for any resimulation. The input is a sequence of meshes without correspondences representing the liquid surface over time. Our method enables the efficient selection of consistent space-time parts of this animation, such as moving waves or droplets, which we call space-time features. Once selected, a feature can be copied, edited, or duplicated and then pasted back anywhere in space and time in the same or in another liquid animation sequence. Our method circumvents tedious user interactions by automatically computing the spatial and temporal ranges of the selected feature. We also provide space-time shape editing tools for non-uniform scaling, rotation, trajectory changes, and temporal editing to locally speed up or slow down motion. Using our tools, the user can edit and progressively refine any input simulation result, possibly using a library of precomputed space-time features extracted from other animations. In contrast to the trial-and-error loop usually required to edit animation results through the tuning of indirect simulation parameters, our method gives the user full control over the edited space-time behaviors. © 2016 Copyright held by the owner/author(s).
AU - Manteaux, Pierre
AU - Vimont, Ulysse
AU - Wojtan, Christopher J
AU - Rohmer, Damien
AU - Cani, Marie
ID - 1136
T2 - Proceedings of the 9th International Conference on Motion in Games
TI - Space-time sculpting of liquid animation
ER -
TY - JOUR
AB - RASGRP1 is an important guanine nucleotide exchange factor and activator of the RAS-MAPK pathway following T cell antigen receptor (TCR) signaling. The consequences of RASGRP1 mutations in humans are unknown. In a patient with recurrent bacterial and viral infections, born to healthy consanguineous parents, we used homozygosity mapping and exome sequencing to identify a biallelic stop-gain variant in RASGRP1. This variant segregated perfectly with the disease and has not been reported in genetic databases. RASGRP1 deficiency was associated in T cells and B cells with decreased phosphorylation of the extracellular-signal-regulated serine kinase ERK, which was restored following expression of wild-type RASGRP1. RASGRP1 deficiency also resulted in defective proliferation, activation and motility of T cells and B cells. RASGRP1-deficient natural killer (NK) cells exhibited impaired cytotoxicity with defective granule convergence and actin accumulation. Interaction proteomics identified the dynein light chain DYNLL1 as interacting with RASGRP1, which links RASGRP1 to cytoskeletal dynamics. RASGRP1-deficient cells showed decreased activation of the GTPase RhoA. Treatment with lenalidomide increased RhoA activity and reversed the migration and activation defects of RASGRP1-deficient lymphocytes.
AU - Salzer, Elisabeth
AU - Çaǧdaş, Deniz
AU - Hons, Miroslav
AU - Mace, Emily
AU - Garncarz, Wojciech
AU - Petronczki, Oezlem
AU - Platzer, René
AU - Pfajfer, Laurène
AU - Bilic, Ivan
AU - Ban, Sol
AU - Willmann, Katharina
AU - Mukherjee, Malini
AU - Supper, Verena
AU - Hsu, Hsiangting
AU - Banerjee, Pinaki
AU - Sinha, Papiya
AU - Mcclanahan, Fabienne
AU - Zlabinger, Gerhard
AU - Pickl, Winfried
AU - Gribben, John
AU - Stockinger, Hannes
AU - Bennett, Keiryn
AU - Huppa, Johannes
AU - Dupré, Loï̈C
AU - Sanal, Özden
AU - Jäger, Ulrich
AU - Sixt, Michael K
AU - Tezcan, Ilhan
AU - Orange, Jordan
AU - Boztug, Kaan
ID - 1137
IS - 12
JF - Nature Immunology
TI - RASGRP1 deficiency causes immunodeficiency with impaired cytoskeletal dynamics
VL - 17
ER -
TY - CONF
AB - Automata with monitor counters, where the transitions do not depend on counter values, and nested weighted automata are two expressive automata-theoretic frameworks for quantitative properties. For a well-studied and wide class of quantitative functions, we establish that automata with monitor counters and nested weighted automata are equivalent. We study for the first time such quantitative automata under probabilistic semantics. We show that several problems that are undecidable for the classical questions of emptiness and universality become decidable under the probabilistic semantics. We present a complete picture of decidability for such automata, and even an almost-complete picture of computational complexity, for the probabilistic questions we consider. © 2016 ACM.
AU - Chatterjee, Krishnendu
AU - Henzinger, Thomas A
AU - Otop, Jan
ID - 1138
T2 - Proceedings of the 31st Annual ACM/IEEE Symposium
TI - Quantitative automata under probabilistic semantics
ER -
TY - JOUR
AB - Microtubules switch stochastically between phases of growth and shrinkage. The molecular mechanism responsible for the end of a growth phase, an event called catastrophe, is still not understood. The probability for a catastrophe to occur increases with microtubule age, putting constraints on the possible molecular mechanism of catastrophe induction. Here we used microfluidics-Assisted fast tubulin washout experiments to induce microtubule depolymerization in a controlled manner at different times after the start of growth. We found that aging can also be observed in this assay, providing valuable new constraints against which theoretical models of catastrophe induction can be tested. We found that the data can be quantitatively well explained by a simple kinetic threshold model that assumes an age-dependent broadening of the protective cap at the microtubule end as a result of an evolving tapered end structure; this leads to a decrease of the cap density and its stability. This analysis suggests an intuitive picture of the role of morphological changes of the protective cap for the age dependence of microtubule stability.
AU - Düllberg, Christian F
AU - Cade, Nicholas
AU - Surrey, Thomas
ID - 1139
IS - 22
JF - Molecular Biology and Evolution
TI - Microtubule aging probed by microfluidics assisted tubulin washout
VL - 27
ER -
TY - CONF
AB - Given a model of a system and an objective, the model-checking question asks whether the model satisfies the objective. We study polynomial-time problems in two classical models, graphs and Markov Decision Processes (MDPs), with respect to several fundamental -regular objectives, e.g., Rabin and Streett objectives. For many of these problems the best-known upper bounds are quadratic or cubic, yet no super-linear lower bounds are known. In this work our contributions are two-fold: First, we present several improved algorithms, and second, we present the first conditional super-linear lower bounds based on widely believed assumptions about the complexity of CNF-SAT and combinatorial Boolean matrix multiplication. A separation result for two models with respect to an objective means a conditional lower bound for one model that is strictly higher than the existing upper bound for the other model, and similarly for two objectives with respect to a model. Our results establish the following separation results: (1) A separation of models (graphs and MDPs) for disjunctive queries of reachability and Büchi objectives. (2) Two kinds of separations of objectives, both for graphs and MDPs, namely, (2a) the separation of dual objectives such as Streett/Rabin objectives, and (2b) the separation of conjunction and disjunction of multiple objectives of the same type such as safety, Büchi, and coBüchi. In summary, our results establish the first model and objective separation results for graphs and MDPs for various classical -regular objectives. Quite strikingly, we establish conditional lower bounds for the disjunction of objectives that are strictly higher than the existing upper bounds for the conjunction of the same objectives. © 2016 ACM.
AU - Chatterjee, Krishnendu
AU - Dvoák, Wolfgang
AU - Henzinger, Monika
AU - Loitzenbauer, Veronika
ID - 1140
T2 - Proceedings of the 31st Annual ACM/IEEE Symposium on Logic in Computer Science
TI - Model and objective separation with conditional lower bounds disjunction is harder than conjunction
ER -
TY - JOUR
AB - In this paper we introduce the Multiobjective Optimization Hierarchic Genetic Strategy with maturing (MO-mHGS), a meta-algorithm that performs evolutionary optimization in a hierarchy of populations. The maturing mechanism improves growth and reduces redundancy. The performance of MO-mHGS with selected state-of-the-art multiobjective evolutionary algorithms as internal algorithms is analysed on benchmark problems and their modifications for which single fitness evaluation time depends on the solution accuracy. We compare the proposed algorithm with the Island Model Genetic Algorithm as well as with single-deme methods, and discuss the impact of internal algorithms on the MO-mHGS meta-algorithm. © 2016 Elsevier B.V.
AU - Łazarz, Radosław
AU - Idzik, Michał
AU - Gądek, Konrad
AU - Gajda-Zagorska, Ewa P
ID - 1141
IS - 1
JF - Journal of Computational Science
TI - Hierarchic genetic strategy with maturing as a generic tool for multiobjective optimization
VL - 17
ER -
TY - JOUR
AB - Hemolysis drives susceptibility to bacterial infections and predicts poor outcome from sepsis. These detrimental effects are commonly considered to be a consequence of heme-iron serving as a nutrient for bacteria. We employed a Gram-negative sepsis model and found that elevated heme levels impaired the control of bacterial proliferation independently of heme-iron acquisition by pathogens. Heme strongly inhibited phagocytosis and the migration of human and mouse phagocytes by disrupting actin cytoskeletal dynamics via activation of the GTP-binding Rho family protein Cdc42 by the guanine nucleotide exchange factor DOCK8. A chemical screening approach revealed that quinine effectively prevented heme effects on the cytoskeleton, restored phagocytosis and improved survival in sepsis. These mechanistic insights provide potential therapeutic targets for patients with sepsis or hemolytic disorders.
AU - Martins, Rui
AU - Maier, Julia
AU - Gorki, Anna
AU - Huber, Kilian
AU - Sharif, Omar
AU - Starkl, Philipp
AU - Saluzzo, Simona
AU - Quattrone, Federica
AU - Gawish, Riem
AU - Lakovits, Karin
AU - Aichinger, Michael
AU - Radic Sarikas, Branka
AU - Lardeau, Charles
AU - Hladik, Anastasiya
AU - Korosec, Ana
AU - Brown, Markus
AU - Vaahtomeri, Kari
AU - Duggan, Michelle
AU - Kerjaschki, Dontscho
AU - Esterbauer, Harald
AU - Colinge, Jacques
AU - Eisenbarth, Stephanie
AU - Decker, Thomas
AU - Bennett, Keiryn
AU - Kubicek, Stefan
AU - Sixt, Michael K
AU - Superti Furga, Giulio
AU - Knapp, Sylvia
ID - 1142
IS - 12
JF - Nature Immunology
TI - Heme drives hemolysis-induced susceptibility to infection via disruption of phagocyte functions
VL - 17
ER -
TY - JOUR
AB - We study the ground state of a dilute Bose gas in a scaling limit where the Gross-Pitaevskii functional emerges. This is a repulsive nonlinear Schrödinger functional whose quartic term is proportional to the scattering length of the interparticle interaction potential. We propose a new derivation of this limit problem, with a method that bypasses some of the technical difficulties that previous derivations had to face. The new method is based on a combination of Dyson\'s lemma, the quantum de Finetti theorem and a second moment estimate for ground states of the effective Dyson Hamiltonian. It applies equally well to the case where magnetic fields or rotation are present.
AU - Nam, Phan
AU - Rougerie, Nicolas
AU - Seiringer, Robert
ID - 1143
IS - 2
JF - Analysis and PDE
TI - Ground states of large bosonic systems: The gross Pitaevskii limit revisited
VL - 9
ER -
TY - JOUR
AB - Auxin directs plant ontogenesis via differential accumulation within tissues depending largely on the activity of PIN proteins that mediate auxin efflux from cells and its directional cell-to-cell transport. Regardless of the developmental importance of PINs, the structure of these transporters is poorly characterized. Here, we present experimental data concerning protein topology of plasma membrane-localized PINs. Utilizing approaches based on pH-dependent quenching of fluorescent reporters combined with immunolocalization techniques, we mapped the membrane topology of PINs and further cross-validated our results using available topology modeling software. We delineated the topology of PIN1 with two transmembrane (TM) bundles of five α-helices linked by a large intracellular loop and a C-terminus positioned outside the cytoplasm. Using constraints derived from our experimental data, we also provide an updated position of helical regions generating a verisimilitude model of PIN1. Since the canonical long PINs show a high degree of conservation in TM domains and auxin transport capacity has been demonstrated for Arabidopsis representatives of this group, this empirically enhanced topological model of PIN1 will be an important starting point for further studies on PIN structure–function relationships. In addition, we have established protocols that can be used to probe the topology of other plasma membrane proteins in plants. © 2016 The Authors
AU - Nodzyński, Tomasz
AU - Vanneste, Steffen
AU - Zwiewka, Marta
AU - Pernisová, Markéta
AU - Hejátko, Jan
AU - Friml, Jirí
ID - 1145
IS - 11
JF - Molecular Plant
TI - Enquiry into the topology of plasma membrane localized PIN auxin transport components
VL - 9
ER -
TY - JOUR
AB - Apical dominance is one of the fundamental developmental phenomena in plant biology, which determines the overall architecture of aerial plant parts. Here we show apex decapitation activated competition for dominance in adjacent upper and lower axillary buds. A two-nodal-bud pea (Pisum sativum L.) was used as a model system to monitor and assess auxin flow, auxin transport channels, and dormancy and initiation status of axillary buds. Auxin flow was manipulated by lateral stem wounds or chemically by auxin efflux inhibitors 2,3,5-triiodobenzoic acid (TIBA), 1-N-naphtylphtalamic acid (NPA), or protein synthesis inhibitor cycloheximide (CHX) treatments, which served to interfere with axillary bud competition. Redirecting auxin flow to different points influenced which bud formed the outgrowing and dominant shoot. The obtained results proved that competition between upper and lower axillary buds as secondary auxin sources is based on the same auxin canalization principle that operates between the shoot apex and axillary bud. © The Author(s) 2016.
AU - Balla, Jozef
AU - Medved'Ová, Zuzana
AU - Kalousek, Petr
AU - Matiješčuková, Natálie
AU - Friml, Jirí
AU - Reinöhl, Vilém
AU - Procházka, Stanislav
ID - 1147
JF - Scientific Reports
TI - Auxin flow mediated competition between axillary buds to restore apical dominance
VL - 6
ER -
TY - JOUR
AB - Continuous-time Markov chain (CTMC) models have become a central tool for understanding the dynamics of complex reaction networks and the importance of stochasticity in the underlying biochemical processes. When such models are employed to answer questions in applications, in order to ensure that the model provides a sufficiently accurate representation of the real system, it is of vital importance that the model parameters are inferred from real measured data. This, however, is often a formidable task and all of the existing methods fail in one case or the other, usually because the underlying CTMC model is high-dimensional and computationally difficult to analyze. The parameter inference methods that tend to scale best in the dimension of the CTMC are based on so-called moment closure approximations. However, there exists a large number of different moment closure approximations and it is typically hard to say a priori which of the approximations is the most suitable for the inference procedure. Here, we propose a moment-based parameter inference method that automatically chooses the most appropriate moment closure method. Accordingly, contrary to existing methods, the user is not required to be experienced in moment closure techniques. In addition to that, our method adaptively changes the approximation during the parameter inference to ensure that always the best approximation is used, even in cases where different approximations are best in different regions of the parameter space. © 2016 Elsevier Ireland Ltd
AU - Schilling, Christian
AU - Bogomolov, Sergiy
AU - Henzinger, Thomas A
AU - Podelski, Andreas
AU - Ruess, Jakob
ID - 1148
JF - Biosystems
TI - Adaptive moment closure for parameter inference of biochemical reaction networks
VL - 149
ER -
TY - JOUR
AB - We study the usefulness of two most prominent publicly available rigorous ODE integrators: one provided by the CAPD group (capd.ii.uj.edu.pl), the other based on the COSY Infinity project (cosyinfinity.org). Both integrators are capable of handling entire sets of initial conditions and provide tight rigorous outer enclosures of the images under a time-T map. We conduct extensive benchmark computations using the well-known Lorenz system, and compare the computation time against the final accuracy achieved. We also discuss the effect of a few technical parameters, such as the order of the numerical integration method, the value of T, and the phase space resolution. We conclude that COSY may provide more precise results due to its ability of avoiding the variable dependency problem. However, the overall cost of computations conducted using CAPD is typically lower, especially when intervals of parameters are involved. Moreover, access to COSY is limited (registration required) and the rigorous ODE integrators are not publicly available, while CAPD is an open source free software project. Therefore, we recommend the latter integrator for this kind of computations. Nevertheless, proper choice of the various integration parameters turns out to be of even greater importance than the choice of the integrator itself. © 2016 IMACS. Published by Elsevier B.V. All rights reserved.
AU - Miyaji, Tomoyuki
AU - Pilarczyk, Pawel
AU - Gameiro, Marcio
AU - Kokubu, Hiroshi
AU - Mischaikow, Konstantin
ID - 1149
JF - Applied Numerical Mathematics
TI - A study of rigorous ODE integrators for multi scale set oriented computations
VL - 107
ER -
TY - JOUR
AB - When neutrophils infiltrate a site of inflammation, they have to stop at the right place to exert their effector function. In this issue of Developmental Cell, Wang et al. (2016) show that neutrophils sense reactive oxygen species via the TRPM2 channel to arrest migration at their target site. © 2016 Elsevier Inc.
AU - Renkawitz, Jörg
AU - Sixt, Michael K
ID - 1150
IS - 5
JF - Developmental Cell
TI - A Radical Break Restraining Neutrophil Migration
VL - 38
ER -
TY - JOUR
AB - Tissue patterning in multicellular organisms is the output of precise spatio–temporal regulation of gene expression coupled with changes in hormone dynamics. In plants, the hormone auxin regulates growth and development at every stage of a plant’s life cycle. Auxin signaling occurs through binding of the auxin molecule to a TIR1/AFB F-box ubiquitin ligase, allowing interaction with Aux/IAA transcriptional repressor proteins. These are subsequently ubiquitinated and degraded via the 26S proteasome, leading to derepression of auxin response factors (ARFs). How auxin is able to elicit such a diverse range of developmental responses through a single signaling module has not yet been resolved. Here we present an alternative auxin-sensing mechanism in which the ARF ARF3/ETTIN controls gene expression through interactions with process-specific transcription factors. This noncanonical hormonesensing mechanism exhibits strong preference for the naturally occurring auxin indole 3-acetic acid (IAA) and is important for coordinating growth and patterning in diverse developmental contexts such as gynoecium morphogenesis, lateral root emergence, ovule development, and primary branch formation. Disrupting this IAA-sensing ability induces morphological aberrations with consequences for plant fitness. Therefore, our findings introduce a novel transcription factor-based mechanism of hormone perception in plants. © 2016 Simonini et al.
AU - Simonini, Sara
AU - Deb, Joyita
AU - Moubayidin, Laila
AU - Stephenson, Pauline
AU - Valluru, Manoj
AU - Freire Rios, Alejandra
AU - Sorefan, Karim
AU - Weijers, Dolf
AU - Friml, Jirí
AU - Östergaard, Lars
ID - 1151
IS - 20
JF - Genes and Development
TI - A noncanonical auxin sensing mechanism is required for organ morphogenesis in arabidopsis
VL - 30
ER -
TY - JOUR
AB - Differential cell growth enables flexible organ bending in the presence of environmental signals such as light or gravity. A prominent example of the developmental processes based on differential cell growth is the formation of the apical hook that protects the fragile shoot apical meristem when it breaks through the soil during germination. Here, we combined in silico and in vivo approaches to identify a minimal mechanism producing auxin gradient-guided differential growth during the establishment of the apical hook in the model plant Arabidopsis thaliana. Computer simulation models based on experimental data demonstrate that asymmetric expression of the PIN-FORMED auxin efflux carrier at the concave (inner) versus convex (outer) side of the hook suffices to establish an auxin maximum in the epidermis at the concave side of the apical hook. Furthermore, we propose a mechanism that translates this maximum into differential growth, and thus curvature, of the apical hook. Through a combination of experimental and in silico computational approaches, we have identified the individual contributions of differential cell elongation and proliferation to defining the apical hook and reveal the role of auxin-ethylene crosstalk in balancing these two processes. © 2016 American Society of Plant Biologists. All rights reserved.
AU - Žádníková, Petra
AU - Wabnik, Krzysztof T
AU - Abuzeineh, Anas
AU - Gallemí, Marçal
AU - Van Der Straeten, Dominique
AU - Smith, Richard
AU - Inze, Dirk
AU - Friml, Jirí
AU - Prusinkiewicz, Przemysław
AU - Benková, Eva
ID - 1153
IS - 10
JF - Plant Cell
TI - A model of differential growth guided apical hook formation in plants
VL - 28
ER -
TY - JOUR
AB - Cellular locomotion is a central hallmark of eukaryotic life. It is governed by cell-extrinsic molecular factors, which can either emerge in the soluble phase or as immobilized, often adhesive ligands. To encode for direction, every cue must be present as a spatial or temporal gradient. Here, we developed a microfluidic chamber that allows measurement of cell migration in combined response to surface immobilized and soluble molecular gradients. As a proof of principle we study the response of dendritic cells to their major guidance cues, chemokines. The majority of data on chemokine gradient sensing is based on in vitro studies employing soluble gradients. Despite evidence suggesting that in vivo chemokines are often immobilized to sugar residues, limited information is available how cells respond to immobilized chemokines. We tracked migration of dendritic cells towards immobilized gradients of the chemokine CCL21 and varying superimposed soluble gradients of CCL19. Differential migratory patterns illustrate the potential of our setup to quantitatively study the competitive response to both types of gradients. Beyond chemokines our approach is broadly applicable to alternative systems of chemo- and haptotaxis such as cells migrating along gradients of adhesion receptor ligands vs. any soluble cue.
AU - Schwarz, Jan
AU - Bierbaum, Veronika
AU - Merrin, Jack
AU - Frank, Tino
AU - Hauschild, Robert
AU - Bollenbach, Mark Tobias
AU - Tay, Savaş
AU - Sixt, Michael K
AU - Mehling, Matthias
ID - 1154
JF - Scientific Reports
TI - A microfluidic device for measuring cell migration towards substrate bound and soluble chemokine gradients
VL - 6
ER -
TY - JOUR
AB - Let k, n, and r be positive integers with k < n and r≤⌊nk⌋. We determine the facets of the r-stable n, k-hypersimplex. As a result, it turns out that the r-stable n, k-hypersimplex has exactly 2n facets for every r<⌊nk⌋. We then utilize the equations of the facets to study when the r-stable hypersimplex is Gorenstein. For every k > 0 we identify an infinite collection of Gorenstein r-stable hypersimplices, consequently expanding the collection of r-stable hypersimplices known to have unimodal Ehrhart δ-vectors.
AU - Hibi, Takayugi
AU - Liam Solus
ID - 1156
IS - 4
JF - Annals of Combinatorics
TI - Facets of the r-stable (n, k)-hypersimplex
VL - 20
ER -
TY - JOUR
AB - We consider sample covariance matrices of the form Q = ( σ1/2X)(σ1/2X)∗, where the sample X is an M ×N random matrix whose entries are real independent random variables with variance 1/N and whereσ is an M × M positive-definite deterministic matrix. We analyze the asymptotic fluctuations of the largest rescaled eigenvalue of Q when both M and N tend to infinity with N/M →d ϵ (0,∞). For a large class of populations σ in the sub-critical regime, we show that the distribution of the largest rescaled eigenvalue of Q is given by the type-1 Tracy-Widom distribution under the additional assumptions that (1) either the entries of X are i.i.d. Gaussians or (2) that σ is diagonal and that the entries of X have a sub-exponential decay.
AU - Lee, Ji
AU - Schnelli, Kevin
ID - 1157
IS - 6
JF - Annals of Applied Probability
TI - Tracy-widom distribution for the largest eigenvalue of real sample covariance matrices with general population
VL - 26
ER -
TY - JOUR
AB - Speciation results from the progressive accumulation of mutations that decrease the probability of mating between parental populations or reduce the fitness of hybrids—the so-called species barriers. The speciation genomic literature, however, is mainly a collection of case studies, each with its own approach and specificities, such that a global view of the gradual process of evolution from one to two species is currently lacking. Of primary importance is the prevalence of gene flow between diverging entities, which is central in most species concepts and has been widely discussed in recent years. Here, we explore the continuum of speciation thanks to a comparative analysis of genomic data from 61 pairs of populations/species of animals with variable levels of divergence. Gene flow between diverging gene pools is assessed under an approximate Bayesian computation (ABC) framework. We show that the intermediate "grey zone" of speciation, in which taxonomy is often controversial, spans from 0.5% to 2% of net synonymous divergence, irrespective of species life history traits or ecology. Thanks to appropriate modeling of among-locus variation in genetic drift and introgression rate, we clarify the status of the majority of ambiguous cases and uncover a number of cryptic species. Our analysis also reveals the high incidence in animals of semi-isolated species (when some but not all loci are affected by barriers to gene flow) and highlights the intrinsic difficulty, both statistical and conceptual, of delineating species in the grey zone of speciation.
AU - Roux, Camille
AU - Fraisse, Christelle
AU - Romiguier, Jonathan
AU - Anciaux, Youann
AU - Galtier, Nicolas
AU - Bierne, Nicolas
ID - 1158
IS - 12
JF - PLoS Biology
TI - Shedding light on the grey zone of speciation along a continuum of genomic divergence
VL - 14
ER -
TY - CONF
AB - A drawing of a graph G is radial if the vertices of G are placed on concentric circles C1, … , Ck with common center c, and edges are drawn radially: every edge intersects every circle centered at c at most once. G is radial planar if it has a radial embedding, that is, a crossing-free radial drawing. If the vertices of G are ordered or partitioned into ordered levels (as they are for leveled graphs), we require that the assignment of vertices to circles corresponds to the given ordering or leveling. A pair of edges e and f in a graph is independent if e and f do not share a vertex. We show that a graph G is radial planar if G has a radial drawing in which every two independent edges cross an even number of times; the radial embedding has the same leveling as the radial drawing. In other words, we establish the strong Hanani-Tutte theorem for radial planarity. This characterization yields a very simple algorithm for radial planarity testing.
AU - Fulek, Radoslav
AU - Pelsmajer, Michael
AU - Schaefer, Marcus
ID - 1164
TI - Hanani-Tutte for radial planarity II
VL - 9801
ER -
TY - CONF
AB - We show that c-planarity is solvable in quadratic time for flat clustered graphs with three clusters if the combinatorial embedding of the underlying graph is fixed. In simpler graph-theoretical terms our result can be viewed as follows. Given a graph G with the vertex set partitioned into three parts embedded on a 2-sphere, our algorithm decides if we can augment G by adding edges without creating an edge-crossing so that in the resulting spherical graph the vertices of each part induce a connected sub-graph. We proceed by a reduction to the problem of testing the existence of a perfect matching in planar bipartite graphs. We formulate our result in a slightly more general setting of cyclic clustered graphs, i.e., the simple graph obtained by contracting each cluster, where we disregard loops and multi-edges, is a cycle.
AU - Fulek, Radoslav
ID - 1165
TI - C-planarity of embedded cyclic c-graphs
VL - 9801
ER -
TY - CONF
AB - POMDPs are standard models for probabilistic planning problems, where an agent interacts with an uncertain environment. We study the problem of almost-sure reachability, where given a set of target states, the question is to decide whether there is a policy to ensure that the target set is reached with probability 1 (almost-surely). While in general the problem is EXPTIMEcomplete, in many practical cases policies with a small amount of memory suffice. Moreover, the existing solution to the problem is explicit, which first requires to construct explicitly an exponential reduction to a belief-support MDP. In this work, we first study the existence of observation-stationary strategies, which is NP-complete, and then small-memory strategies. We present a symbolic algorithm by an efficient encoding to SAT and using a SAT solver for the problem. We report experimental results demonstrating the scalability of our symbolic (SAT-based) approach. © 2016, Association for the Advancement of Artificial Intelligence (www.aaai.org). All rights reserved.
AU - Chatterjee, Krishnendu
AU - Chmelik, Martin
AU - Davies, Jessica
ID - 1166
T2 - Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence
TI - A symbolic SAT based algorithm for almost sure reachability with small strategies in pomdps
VL - 2016
ER -
TY - JOUR
AB - Evolutionary pathways describe trajectories of biological evolution in the space of different variants of organisms (genotypes). The probability of existence and the number of evolutionary pathways that lead from a given genotype to a better-adapted genotype are important measures of accessibility of local fitness optima and the reproducibility of evolution. Both quantities have been studied in simple mathematical models where genotypes are represented as binary sequences of two types of basic units, and the network of permitted mutations between the genotypes is a hypercube graph. However, it is unclear how these results translate to the biologically relevant case in which genotypes are represented by sequences of more than two units, for example four nucleotides (DNA) or 20 amino acids (proteins), and the mutational graph is not the hypercube. Here we investigate accessibility of the best-adapted genotype in the general case of K > 2 units. Using computer generated and experimental fitness landscapes we show that accessibility of the global fitness maximum increases with K and can be much higher than for binary sequences. The increase in accessibility comes from the increase in the number of indirect trajectories exploited by evolution for higher K. As one of the consequences, the fraction of genotypes that are accessible increases by three orders of magnitude when the number of units K increases from 2 to 16 for landscapes of size N ∼ 106genotypes. This suggests that evolution can follow many different trajectories on such landscapes and the reconstruction of evolutionary pathways from experimental data might be an extremely difficult task.
AU - Zagórski, Marcin P
AU - Burda, Zdzisław
AU - Wacław, Bartłomiej
ID - 1167
IS - 12
JF - PLoS Computational Biology
TI - Beyond the hypercube evolutionary accessibility of fitness landscapes with realistic mutational networks
VL - 12
ER -
TY - JOUR
AB - The increasing complexity of dynamic models in systems and synthetic biology poses computational challenges especially for the identification of model parameters. While modularization of the corresponding optimization problems could help reduce the “curse of dimensionality,” abundant feedback and crosstalk mechanisms prohibit a simple decomposition of most biomolecular networks into subnetworks, or modules. Drawing on ideas from network modularization and multiple-shooting optimization, we present here a modular parameter identification approach that explicitly allows for such interdependencies. Interfaces between our modules are given by the experimentally measured molecular species. This definition allows deriving good (initial) estimates for the inter-module communication directly from the experimental data. Given these estimates, the states and parameter sensitivities of different modules can be integrated independently. To achieve consistency between modules, we iteratively adjust the estimates for inter-module communication while optimizing the parameters. After convergence to an optimal parameter set---but not during earlier iterations---the intermodule communication as well as the individual modules\' state dynamics agree with the dynamics of the nonmodularized network. Our modular parameter identification approach allows for easy parallelization; it can reduce the computational complexity for larger networks and decrease the probability to converge to suboptimal local minima. We demonstrate the algorithm\'s performance in parameter estimation for two biomolecular networks, a synthetic genetic oscillator and a mammalian signaling pathway.
AU - Lang, Moritz
AU - Stelling, Jörg
ID - 1170
IS - 6
JF - SIAM Journal on Scientific Computing
TI - Modular parameter identification of biomolecular networks
VL - 38
ER -
TY - JOUR
AU - Tkacik, Gasper
ID - 1171
JF - Physics of Life Reviews
TI - Understanding regulatory networks requires more than computing a multitude of graph statistics: Comment on "Drivers of structural features in gene regulatory networks: From biophysical constraints to biological function" by O. C. Martin et al.
VL - 17
ER -
TY - JOUR
AB - A central issue in cell biology is the physico-chemical basis of organelle biogenesis in intracellular trafficking pathways, its most impressive manifestation being the biogenesis of Golgi cisternae. At a basic level, such morphologically and chemically distinct compartments should arise from an interplay between the molecular transport and chemical maturation. Here, we formulate analytically tractable, minimalist models, that incorporate this interplay between transport and chemical progression in physical space, and explore the conditions for de novo biogenesis of distinct cisternae. We propose new quantitative measures that can discriminate between the various models of transport in a qualitative manner-this includes measures of the dynamics in steady state and the dynamical response to perturbations of the kind amenable to live-cell imaging.
AU - Sachdeva, Himani
AU - Barma, Mustansir
AU - Rao, Madan
ID - 1172
JF - Scientific Reports
TI - Nonequilibrium description of de novo biogenesis and transport through Golgi-like cisternae
VL - 6
ER -
TY - JOUR
AB - Boldyreva, Palacio and Warinschi introduced a multiple forking game as an extension of general forking. The notion of (multiple) forking is a useful abstraction from the actual simulation of cryptographic scheme to the adversary in a security reduction, and is achieved through the intermediary of a so-called wrapper algorithm. Multiple forking has turned out to be a useful tool in the security argument of several cryptographic protocols. However, a reduction employing multiple forking incurs a significant degradation of (Formula presented.) , where (Formula presented.) denotes the upper bound on the underlying random oracle calls and (Formula presented.) , the number of forkings. In this work we take a closer look at the reasons for the degradation with a tighter security bound in mind. We nail down the exact set of conditions for success in the multiple forking game. A careful analysis of the cryptographic schemes and corresponding security reduction employing multiple forking leads to the formulation of ‘dependence’ and ‘independence’ conditions pertaining to the output of the wrapper in different rounds. Based on the (in)dependence conditions we propose a general framework of multiple forking and a General Multiple Forking Lemma. Leveraging (in)dependence to the full allows us to improve the degradation factor in the multiple forking game by a factor of (Formula presented.). By implication, the cost of a single forking involving two random oracles (augmented forking) matches that involving a single random oracle (elementary forking). Finally, we study the effect of these observations on the concrete security of existing schemes employing multiple forking. We conclude that by careful design of the protocol (and the wrapper in the security reduction) it is possible to harness our observations to the full extent.
AU - Kamath Hosdurg, Chethan
AU - Chatterjee, Sanjit
ID - 1177
IS - 4
JF - Algorithmica
TI - A closer look at multiple-forking: Leveraging (in)dependence for a tighter bound
VL - 74
ER -
TY - CONF
AB - Computational notions of entropy have recently found many applications, including leakage-resilient cryptography, deterministic encryption or memory delegation. The two main types of results which make computational notions so useful are (1) Chain rules, which quantify by how much the computational entropy of a variable decreases if conditioned on some other variable (2) Transformations, which quantify to which extend one type of entropy implies another.
Such chain rules and transformations typically lose a significant amount in quality of the entropy, and are the reason why applying these results one gets rather weak quantitative security bounds. In this paper we for the first time prove lower bounds in this context, showing that existing results for transformations are, unfortunately, basically optimal for non-adaptive black-box reductions (and it’s hard to imagine how non black-box reductions or adaptivity could be useful here.)
A variable X has k bits of HILL entropy of quality (ϵ,s)
if there exists a variable Y with k bits min-entropy which cannot be distinguished from X with advantage ϵ
by distinguishing circuits of size s. A weaker notion is Metric entropy, where we switch quantifiers, and only require that for every distinguisher of size s, such a Y exists.
We first describe our result concerning transformations. By definition, HILL implies Metric without any loss in quality. Metric entropy often comes up in applications, but must be transformed to HILL for meaningful security guarantees. The best known result states that if a variable X has k bits of Metric entropy of quality (ϵ,s)
, then it has k bits of HILL with quality (2ϵ,s⋅ϵ2). We show that this loss of a factor Ω(ϵ−2)
in circuit size is necessary. In fact, we show the stronger result that this loss is already necessary when transforming so called deterministic real valued Metric entropy to randomised boolean Metric (both these variants of Metric entropy are implied by HILL without loss in quality).
The chain rule for HILL entropy states that if X has k bits of HILL entropy of quality (ϵ,s)
, then for any variable Z of length m, X conditioned on Z has k−m bits of HILL entropy with quality (ϵ,s⋅ϵ2/2m). We show that a loss of Ω(2m/ϵ) in circuit size necessary here. Note that this still leaves a gap of ϵ between the known bound and our lower bound.
AU - Pietrzak, Krzysztof Z
AU - Maciej, Skorski
ID - 1179
TI - Pseudoentropy: Lower-bounds for chain rules and transformations
VL - 9985
ER -
TY - JOUR
AB - This review accompanies a 2016 SFN mini-symposium presenting examples of current studies that address a central question: How do neural stem cells (NSCs) divide in different ways to produce heterogeneous daughter types at the right time and in proper numbers to build a cerebral cortex with the appropriate size and structure? We will focus on four aspects of corticogenesis: cytokinesis events that follow apical mitoses of NSCs; coordinating abscission with delamination from the apical membrane; timing of neurogenesis and its indirect regulation through emergence of intermediate progenitors; and capacity of single NSCs to generate the correct number and laminar fate of cortical neurons. Defects in these mechanisms can cause microcephaly and other brain malformations, and understanding them is critical to designing diagnostic tools and preventive and corrective therapies.
AU - Dwyer, Noelle
AU - Chen, Bin
AU - Chou, Shen
AU - Hippenmeyer, Simon
AU - Nguyen, Laurent
AU - Ghashghaei, Troy
ID - 1181
IS - 45
JF - Journal of Neuroscience
TI - Neural stem cells to cerebral cortex: Emerging mechanisms regulating progenitor behavior and productivity
VL - 36
ER -
TY - CONF
AB - Balanced knockout tournaments are ubiquitous in sports competitions and are also used in decisionmaking and elections. The traditional computational question, that asks to compute a draw (optimal draw) that maximizes the winning probability for a distinguished player, has received a lot of attention. Previous works consider the problem where the pairwise winning probabilities are known precisely, while we study how robust is the winning probability with respect to small errors in the pairwise winning probabilities. First, we present several illuminating examples to establish: (a) there exist deterministic tournaments (where the pairwise winning probabilities are 0 or 1) where one optimal draw is much more robust than the other; and (b) in general, there exist tournaments with slightly suboptimal draws that are more robust than all the optimal draws. The above examples motivate the study of the computational problem of robust draws that guarantee a specified winning probability. Second, we present a polynomial-time algorithm for approximating the robustness of a draw for sufficiently small errors in pairwise winning probabilities, and obtain that the stated computational problem is NP-complete. We also show that two natural cases of deterministic tournaments where the optimal draw could be computed in polynomial time also admit polynomial-time algorithms to compute robust optimal draws.
AU - Chatterjee, Krishnendu
AU - Ibsen-Jensen, Rasmus
AU - Tkadlec, Josef
ID - 1182
TI - Robust draws in balanced knockout tournaments
VL - 2016-January
ER -
TY - JOUR
AB - Across multicellular organisms, the costs of reproduction and self-maintenance result in a life history trade-off between fecundity and longevity. Queens of perennial social Hymenoptera are both highly fertile and long-lived, and thus, this fundamental trade-off is lacking. Whether social insect males similarly evade the fecundity/longevity trade-off remains largely unstudied. Wingless males of the ant genus Cardiocondyla stay in their natal colonies throughout their relatively long lives and mate with multiple female sexuals. Here, we show that Cardiocondyla obscurior males that were allowed to mate with large numbers of female sexuals had a shortened life span compared to males that mated at a low frequency or virgin males. Although frequent mating negatively affects longevity, males clearly benefit from a “live fast, die young strategy” by inseminating as many female sexuals as possible at a cost to their own survival.
AU - Metzler, Sina
AU - Heinze, Jürgen
AU - Schrempf, Alexandra
ID - 1184
IS - 24
JF - Ecology and Evolution
TI - Mating and longevity in ant males
VL - 6
ER -
TY - JOUR
AB - The developmental programme of the pistil is under the control of both auxin and cytokinin. Crosstalk between these factors converges on regulation of the auxin carrier PIN-FORMED 1 (PIN1). Here, we show that in the triple transcription factor mutant cytokinin response factor 2 (crf2) crf3 crf6 both pistil length and ovule number were reduced. PIN1 expression was also lower in the triple mutant and the phenotypes could not be rescued by exogenous cytokinin application. pin1 complementation studies using genomic PIN1 constructs showed that the pistil phenotypes were only rescued when the PCRE1 domain, to which CRFs bind, was present. Without this domain, pin mutants resemble the crf2 crf3 crf6 triple mutant, indicating the pivotal role of CRFs in auxin-cytokinin crosstalk.
AU - Cucinotta, Mara
AU - Manrique, Silvia
AU - Guazzotti, Andrea
AU - Quadrelli, Nadia
AU - Mendes, Marta
AU - Benková, Eva
AU - Colombo, Lucia
ID - 1185
IS - 23
JF - Development
TI - Cytokinin response factors integrate auxin and cytokinin pathways for female reproductive organ development
VL - 143
ER -
TY - JOUR
AB - The human pathogen Streptococcus pneumoniae is decorated with a special class of surface-proteins known as choline-binding proteins (CBPs) attached to phosphorylcholine (PCho) moieties from cell-wall teichoic acids. By a combination of X-ray crystallography, NMR, molecular dynamics techniques and in vivo virulence and phagocytosis studies, we provide structural information of choline-binding protein L (CbpL) and demonstrate its impact on pneumococcal pathogenesis and immune evasion. CbpL is a very elongated three-module protein composed of (i) an Excalibur Ca 2+ -binding domain -reported in this work for the very first time-, (ii) an unprecedented anchorage module showing alternate disposition of canonical and non-canonical choline-binding sites that allows vine-like binding of fully-PCho-substituted teichoic acids (with two choline moieties per unit), and (iii) a Ltp-Lipoprotein domain. Our structural and infection assays indicate an important role of the whole multimodular protein allowing both to locate CbpL at specific places on the cell wall and to interact with host components in order to facilitate pneumococcal lung infection and transmigration from nasopharynx to the lungs and blood. CbpL implication in both resistance against killing by phagocytes and pneumococcal pathogenesis further postulate this surface-protein as relevant among the pathogenic arsenal of the pneumococcus.
AU - Gutierrez-Fernandez, Javier
AU - Saleh, Malek
AU - Alcorlo, Martín
AU - Gómez Mejóa, Alejandro
AU - Pantoja Uceda, David
AU - Treviño, Miguel
AU - Vob, Franziska
AU - Abdullah, Mohammed
AU - Galán Bartual, Sergio
AU - Seinen, Jolien
AU - Sánchez Murcia, Pedro
AU - Gago, Federico
AU - Bruix, Marta
AU - Hammerschmidt, Sven
AU - Hermoso, Juan
ID - 1186
JF - Scientific Reports
TI - Modular architecture and unique teichoic acid recognition features of choline-binding protein L CbpL contributing to pneumococcal pathogenesis
VL - 6
ER -
TY - JOUR
AB - We consider a population dynamics model coupling cell growth to a diffusion in the space of metabolic phenotypes as it can be obtained from realistic constraints-based modelling.
In the asymptotic regime of slow
diffusion, that coincides with the relevant experimental range, the resulting
non-linear Fokker–Planck equation is solved for the steady state in the WKB
approximation that maps it into the ground state of a quantum particle in an
Airy potential plus a centrifugal term. We retrieve scaling laws for growth rate
fluctuations and time response with respect to the distance from the maximum
growth rate suggesting that suboptimal populations can have a faster response
to perturbations.
AU - De Martino, Daniele
AU - Masoero, Davide
ID - 1188
IS - 12
JF - Journal of Statistical Mechanics: Theory and Experiment
TI - Asymptotic analysis of noisy fitness maximization, applied to metabolism & growth
VL - 2016
ER -
TY - THES
AB - Within the scope of this thesis, we show that a driven-dissipative system with
few ultracold atoms can exhibit dissipatively bound states, even if the atom-atom
interaction is purely repulsive. This bond arises due to the dipole-dipole inter-
action, which is restricted to one of the lower electronic energy states, resulting
in the distance-dependent coherent population trapping. The quality of this al-
ready established method of dissipative binding is improved and the application
is extended to higher dimensions and a larger number of atoms. Here, we simu-
late two- and three-atom systems using an adapted approach to the Monte Carlo
wave-function method and analyse the results. Finally, we examine the possi-
bility of finding a setting allowing trimer states but prohibiting dimer states.
In the context of open quantum systems, such a three-body bound states corre-
sponds to the driven-dissipative analogue of a Borromean state. These states can
be detected in modern experiments with dipolar and Rydberg-dressed ultracold
atomic gases.
AU - Jochum, Clemens
ID - 1189
TI - Dissipative Few-Body Quantum Systems
ER -
TY - CONF
AB - We consider the recent formulation of the Algorithmic Lovász Local Lemma [1], [2] for finding objects that avoid "bad features", or "flaws". It extends the Moser-Tardos resampling algorithm [3] to more general discrete spaces. At each step the method picks a flaw present in the current state and "resamples" it using a "resampling oracle" provided by the user. However, it is less flexible than the Moser-Tardos method since [1], [2] require a specific flaw selection rule, whereas [3] allows an arbitrary rule (and thus can potentially be implemented more efficiently). We formulate a new "commutativity" condition, and prove that it is sufficient for an arbitrary rule to work. It also enables an efficient parallelization under an additional assumption. We then show that existing resampling oracles for perfect matchings and permutations do satisfy this condition. Finally, we generalize the precondition in [2] (in the case of symmetric potential causality graphs). This unifies special cases that previously were treated separately.
AU - Kolmogorov, Vladimir
ID - 1193
T2 - Proceedings - Annual IEEE Symposium on Foundations of Computer Science
TI - Commutativity in the algorithmic Lovasz local lemma
VL - 2016-December
ER -