@article{9305, abstract = {Copper chalcogenides are outstanding thermoelectric materials for applications in the medium-high temperature range. Among different chalcogenides, while Cu2−xSe is characterized by higher thermoelectric figures of merit, Cu2−xS provides advantages in terms of low cost and element abundance. In the present work, we investigate the effect of different dopants to enhance the Cu2−xS performance and also its thermal stability. Among the tested options, Pb-doped Cu2−xS shows the highest improvement in stability against sulfur volatilization. Additionally, Pb incorporation allows tuning charge carrier concentration, which enables a significant improvement of the power factor. We demonstrate here that the introduction of an optimal additive amount of just 0.3% results in a threefold increase of the power factor in the middle-temperature range (500–800 K) and a record dimensionless thermoelectric figure of merit above 2 at 880 K.}, author = {Zhang, Yu and Xing, Congcong and Liu, Yu and Spadaro, Maria Chiara and Wang, Xiang and Li, Mengyao and Xiao, Ke and Zhang, Ting and Guardia, Pablo and Lim, Khak Ho and Moghaddam, Ahmad Ostovari and Llorca, Jordi and Arbiol, Jordi and Ibáñez, Maria and Cabot, Andreu}, issn = {2211-2855}, journal = {Nano Energy}, number = {7}, publisher = {Elsevier}, title = {{Doping-mediated stabilization of copper vacancies to promote thermoelectric properties of Cu2-xS}}, doi = {10.1016/j.nanoen.2021.105991}, volume = {85}, year = {2021}, } @article{9212, abstract = {Plant fitness is largely dependent on the root, the underground organ, which, besides its anchoring function, supplies the plant body with water and all nutrients necessary for growth and development. To exploit the soil effectively, roots must constantly integrate environmental signals and react through adjustment of growth and development. Important components of the root management strategy involve a rapid modulation of the root growth kinetics and growth direction, as well as an increase of the root system radius through formation of lateral roots (LRs). At the molecular level, such a fascinating growth and developmental flexibility of root organ requires regulatory networks that guarantee stability of the developmental program but also allows integration of various environmental inputs. The plant hormone auxin is one of the principal endogenous regulators of root system architecture by controlling primary root growth and formation of LR. In this review, we discuss recent progress in understanding molecular networks where auxin is one of the main players shaping the root system and acting as mediator between endogenous cues and environmental factors.}, author = {Cavallari, Nicola and Artner, Christina and Benková, Eva}, issn = {1943-0264}, journal = {Cold Spring Harbor Perspectives in Biology}, number = {7}, publisher = {Cold Spring Harbor Laboratory Press}, title = {{Auxin-regulated lateral root organogenesis}}, doi = {10.1101/cshperspect.a039941}, volume = {13}, year = {2021}, } @article{9953, abstract = {Chronic psychological stress is one of the most important triggers and environmental risk factors for neuropsychiatric disorders. Chronic stress can influence all organs via the secretion of stress hormones, including glucocorticoids by the adrenal glands, which coordinate the stress response across the body. In the brain, glucocorticoid receptors (GR) are expressed by various cell types including microglia, which are its resident immune cells regulating stress-induced inflammatory processes. To study the roles of microglial GR under normal homeostatic conditions and following chronic stress, we generated a mouse model in which the GR gene is depleted in microglia specifically at adulthood to prevent developmental confounds. We first confirmed that microglia were depleted in GR in our model in males and females among the cingulate cortex and the hippocampus, both stress-sensitive brain regions. Then, cohorts of microglial-GR depleted and wild-type (WT) adult female mice were housed for 3 weeks in a standard or stressful condition, using a chronic unpredictable mild stress (CUMS) paradigm. CUMS induced stress-related behavior in both microglial-GR depleted and WT animals as demonstrated by a decrease of both saccharine preference and progressive ratio breakpoint. Nevertheless, the hippocampal microglial and neural mechanisms underlying the adaptation to stress occurred differently between the two genotypes. Upon CUMS exposure, microglial morphology was altered in the WT controls, without any apparent effect in microglial-GR depleted mice. Furthermore, in the standard environment condition, GR depleted-microglia showed increased expression of pro-inflammatory genes, and genes involved in microglial homeostatic functions (such as Trem2, Cx3cr1 and Mertk). On the contrary, in CUMS condition, GR depleted-microglia showed reduced expression levels of pro-inflammatory genes and increased neuroprotective as well as anti-inflammatory genes compared to WT-microglia. Moreover, in microglial-GR depleted mice, but not in WT mice, CUMS led to a significant reduction of CA1 long-term potentiation and paired-pulse ratio. Lastly, differences in adult hippocampal neurogenesis were observed between the genotypes during normal homeostatic conditions, with microglial-GR deficiency increasing the formation of newborn neurons in the dentate gyrus subgranular zone independently from stress exposure. Together, these findings indicate that, although the deletion of microglial GR did not prevent the animal’s ability to respond to stress, it contributed to modulating hippocampal functions in both standard and stressful conditions, notably by shaping the microglial response to chronic stress.}, author = {Picard, Katherine and Bisht, Kanchan and Poggini, Silvia and Garofalo, Stefano and Golia, Maria Teresa and Basilico, Bernadette and Abdallah, Fatima and Ciano Albanese, Naomi and Amrein, Irmgard and Vernoux, Nathalie and Sharma, Kaushik and Hui, Chin Wai and C. Savage, Julie and Limatola, Cristina and Ragozzino, Davide and Maggi, Laura and Branchi, Igor and Tremblay, Marie Ève}, issn = {0889-1591}, journal = {Brain, Behavior, and Immunity}, pages = {423--439}, publisher = {Elsevier}, title = {{Microglial-glucocorticoid receptor depletion alters the response of hippocampal microglia and neurons in a chronic unpredictable mild stress paradigm in female mice}}, doi = {10.1016/j.bbi.2021.07.022}, volume = {97}, year = {2021}, } @article{10327, abstract = {Composite materials offer numerous advantages in a wide range of applications, including thermoelectrics. Here, semiconductor–metal composites are produced by just blending nanoparticles of a sulfide semiconductor obtained in aqueous solution and at room temperature with a metallic Cu powder. The obtained blend is annealed in a reducing atmosphere and afterward consolidated into dense polycrystalline pellets through spark plasma sintering (SPS). We observe that, during the annealing process, the presence of metallic copper activates a partial reduction of the PbS, resulting in the formation of PbS–Pb–CuxS composites. The presence of metallic lead during the SPS process habilitates the liquid-phase sintering of the composite. Besides, by comparing the transport properties of PbS, the PbS–Pb–CuxS composites, and PbS–CuxS composites obtained by blending PbS and CuxS nanoparticles, we demonstrate that the presence of metallic lead decisively contributes to a strong increase of the charge carrier concentration through spillover of charge carriers enabled by the low work function of lead. The increase in charge carrier concentration translates into much higher electrical conductivities and moderately lower Seebeck coefficients. These properties translate into power factors up to 2.1 mW m–1 K–2 at ambient temperature, well above those of PbS and PbS + CuxS. Additionally, the presence of multiple phases in the final composite results in a notable decrease in the lattice thermal conductivity. Overall, the introduction of metallic copper in the initial blend results in a significant improvement of the thermoelectric performance of PbS, reaching a dimensionless thermoelectric figure of merit ZT = 1.1 at 750 K, which represents about a 400% increase over bare PbS. Besides, an average ZTave = 0.72 in the temperature range 320–773 K is demonstrated.}, author = {Li, Mengyao and Liu, Yu and Zhang, Yu and Han, Xu and Xiao, Ke and Nabahat, Mehran and Arbiol, Jordi and Llorca, Jordi and Ibáñez, Maria and Cabot, Andreu}, issn = {1944-8252}, journal = {ACS Applied Materials and Interfaces}, keywords = {CuxS, PbS, energy conversion, nanocomposite, nanoparticle, solution synthesis, thermoelectric}, number = {43}, pages = {51373–51382}, publisher = {American Chemical Society }, title = {{PbS–Pb–CuxS composites for thermoelectric application}}, doi = {10.1021/acsami.1c15609}, volume = {13}, year = {2021}, } @article{9235, abstract = {Cu2–xS has become one of the most promising thermoelectric materials for application in the middle-high temperature range. Its advantages include the abundance, low cost, and safety of its elements and a high performance at relatively elevated temperatures. However, stability issues limit its operation current and temperature, thus calling for the optimization of the material performance in the middle temperature range. Here, we present a synthetic protocol for large scale production of covellite CuS nanoparticles at ambient temperature and atmosphere, and using water as a solvent. The crystal phase and stoichiometry of the particles are afterward tuned through an annealing process at a moderate temperature under inert or reducing atmosphere. While annealing under argon results in Cu1.8S nanopowder with a rhombohedral crystal phase, annealing in an atmosphere containing hydrogen leads to tetragonal Cu1.96S. High temperature X-ray diffraction analysis shows the material annealed in argon to transform to the cubic phase at ca. 400 K, while the material annealed in the presence of hydrogen undergoes two phase transitions, first to hexagonal and then to the cubic structure. The annealing atmosphere, temperature, and time allow adjustment of the density of copper vacancies and thus tuning of the charge carrier concentration and material transport properties. In this direction, the material annealed under Ar is characterized by higher electrical conductivities but lower Seebeck coefficients than the material annealed in the presence of hydrogen. By optimizing the charge carrier concentration through the annealing time, Cu2–xS with record figures of merit in the middle temperature range, up to 1.41 at 710 K, is obtained. We finally demonstrate that this strategy, based on a low-cost and scalable solution synthesis process, is also suitable for the production of high performance Cu2–xS layers using high throughput and cost-effective printing technologies.}, author = {Li, Mengyao and Liu, Yu and Zhang, Yu and Han, Xu and Zhang, Ting and Zuo, Yong and Xie, Chenyang and Xiao, Ke and Arbiol, Jordi and Llorca, Jordi and Ibáñez, Maria and Liu, Junfeng and Cabot, Andreu}, issn = {1936-086X}, journal = {ACS Nano}, keywords = {General Engineering, General Physics and Astronomy, General Materials Science}, number = {3}, pages = {4967–4978}, publisher = {American Chemical Society }, title = {{Effect of the annealing atmosphere on crystal phase and thermoelectric properties of copper sulfide}}, doi = {10.1021/acsnano.0c09866}, volume = {15}, year = {2021}, } @article{10204, abstract = {Two common representations of close packings of identical spheres consisting of hexagonal layers, called Barlow stackings, appear abundantly in minerals and metals. These motifs, however, occupy an identical portion of space and bear identical first-order topological signatures as measured by persistent homology. Here we present a novel method based on k-fold covers that unambiguously distinguishes between these patterns. Moreover, our approach provides topological evidence that the FCC motif is the more stable of the two in the context of evolving experimental sphere packings during the transition from disordered to an ordered state. We conclude that our approach can be generalised to distinguish between various Barlow stackings manifested in minerals and metals.}, author = {Osang, Georg F and Edelsbrunner, Herbert and Saadatfar, Mohammad}, issn = {1744-6848}, journal = {Soft Matter}, number = {40}, pages = {9107--9115}, publisher = {Royal Society of Chemistry }, title = {{Topological signatures and stability of hexagonal close packing and Barlow stackings}}, doi = {10.1039/d1sm00774b}, volume = {17}, year = {2021}, } @inproceedings{9605, abstract = {Given a finite set A ⊂ ℝ^d, let Cov_{r,k} denote the set of all points within distance r to at least k points of A. Allowing r and k to vary, we obtain a 2-parameter family of spaces that grow larger when r increases or k decreases, called the multicover bifiltration. Motivated by the problem of computing the homology of this bifiltration, we introduce two closely related combinatorial bifiltrations, one polyhedral and the other simplicial, which are both topologically equivalent to the multicover bifiltration and far smaller than a Čech-based model considered in prior work of Sheehy. Our polyhedral construction is a bifiltration of the rhomboid tiling of Edelsbrunner and Osang, and can be efficiently computed using a variant of an algorithm given by these authors as well. Using an implementation for dimension 2 and 3, we provide experimental results. Our simplicial construction is useful for understanding the polyhedral construction and proving its correctness. }, author = {Corbet, René and Kerber, Michael and Lesnick, Michael and Osang, Georg F}, booktitle = {Leibniz International Proceedings in Informatics}, isbn = {9783959771849}, issn = {18688969}, location = {Online}, publisher = {Schloss Dagstuhl - Leibniz-Zentrum für Informatik}, title = {{Computing the multicover bifiltration}}, doi = {10.4230/LIPIcs.SoCG.2021.27}, volume = {189}, year = {2021}, } @inproceedings{9441, abstract = {Isomanifolds are the generalization of isosurfaces to arbitrary dimension and codimension, i.e. submanifolds of ℝ^d defined as the zero set of some multivariate multivalued smooth function f: ℝ^d → ℝ^{d-n}, where n is the intrinsic dimension of the manifold. A natural way to approximate a smooth isomanifold M is to consider its Piecewise-Linear (PL) approximation M̂ based on a triangulation 𝒯 of the ambient space ℝ^d. In this paper, we describe a simple algorithm to trace isomanifolds from a given starting point. The algorithm works for arbitrary dimensions n and d, and any precision D. Our main result is that, when f (or M) has bounded complexity, the complexity of the algorithm is polynomial in d and δ = 1/D (and unavoidably exponential in n). Since it is known that for δ = Ω (d^{2.5}), M̂ is O(D²)-close and isotopic to M, our algorithm produces a faithful PL-approximation of isomanifolds of bounded complexity in time polynomial in d. Combining this algorithm with dimensionality reduction techniques, the dependency on d in the size of M̂ can be completely removed with high probability. We also show that the algorithm can handle isomanifolds with boundary and, more generally, isostratifolds. The algorithm for isomanifolds with boundary has been implemented and experimental results are reported, showing that it is practical and can handle cases that are far ahead of the state-of-the-art. }, author = {Boissonnat, Jean-Daniel and Kachanovich, Siargey and Wintraecken, Mathijs}, booktitle = {37th International Symposium on Computational Geometry (SoCG 2021)}, isbn = {978-3-95977-184-9}, issn = {1868-8969}, location = {Virtual}, pages = {17:1--17:16}, publisher = {Schloss Dagstuhl - Leibniz-Zentrum für Informatik}, title = {{Tracing isomanifolds in Rd in time polynomial in d using Coxeter-Freudenthal-Kuhn triangulations}}, doi = {10.4230/LIPIcs.SoCG.2021.17}, volume = {189}, year = {2021}, } @article{9393, abstract = {We consider the core algorithmic problems related to verification of systems with respect to three classical quantitative properties, namely, the mean-payoff, the ratio, and the minimum initial credit for energy property. The algorithmic problem given a graph and a quantitative property asks to compute the optimal value (the infimum value over all traces) from every node of the graph. We consider graphs with bounded treewidth—a class that contains the control flow graphs of most programs. Let n denote the number of nodes of a graph, m the number of edges (for bounded treewidth 𝑚=𝑂(𝑛)) and W the largest absolute value of the weights. Our main theoretical results are as follows. First, for the minimum initial credit problem we show that (1) for general graphs the problem can be solved in 𝑂(𝑛2⋅𝑚) time and the associated decision problem in 𝑂(𝑛⋅𝑚) time, improving the previous known 𝑂(𝑛3⋅𝑚⋅log(𝑛⋅𝑊)) and 𝑂(𝑛2⋅𝑚) bounds, respectively; and (2) for bounded treewidth graphs we present an algorithm that requires 𝑂(𝑛⋅log𝑛) time. Second, for bounded treewidth graphs we present an algorithm that approximates the mean-payoff value within a factor of 1+𝜖 in time 𝑂(𝑛⋅log(𝑛/𝜖)) as compared to the classical exact algorithms on general graphs that require quadratic time. Third, for the ratio property we present an algorithm that for bounded treewidth graphs works in time 𝑂(𝑛⋅log(|𝑎⋅𝑏|))=𝑂(𝑛⋅log(𝑛⋅𝑊)), when the output is 𝑎𝑏, as compared to the previously best known algorithm on general graphs with running time 𝑂(𝑛2⋅log(𝑛⋅𝑊)). We have implemented some of our algorithms and show that they present a significant speedup on standard benchmarks.}, author = {Chatterjee, Krishnendu and Ibsen-Jensen, Rasmus and Pavlogiannis, Andreas}, issn = {1572-8102}, journal = {Formal Methods in System Design}, pages = {401--428}, publisher = {Springer}, title = {{Faster algorithms for quantitative verification in bounded treewidth graphs}}, doi = {10.1007/s10703-021-00373-5}, volume = {57}, year = {2021}, } @article{10365, abstract = {The early development of many organisms involves the folding of cell monolayers, but this behaviour is difficult to reproduce in vitro; therefore, both mechanistic causes and effects of local curvature remain unclear. Here we study epithelial cell monolayers on corrugated hydrogels engineered into wavy patterns, examining how concave and convex curvatures affect cellular and nuclear shape. We find that substrate curvature affects monolayer thickness, which is larger in valleys than crests. We show that this feature generically arises in a vertex model, leading to the hypothesis that cells may sense curvature by modifying the thickness of the tissue. We find that local curvature also affects nuclear morphology and positioning, which we explain by extending the vertex model to take into account membrane–nucleus interactions, encoding thickness modulation in changes to nuclear deformation and position. We propose that curvature governs the spatial distribution of yes-associated proteins via nuclear shape and density changes. We show that curvature also induces significant variations in lamins, chromatin condensation and cell proliferation rate in folded epithelial tissues. Together, this work identifies active cell mechanics and nuclear mechanoadaptation as the key players of the mechanistic regulation of epithelia to substrate curvature.}, author = {Luciano, Marine and Xue, Shi-lei and De Vos, Winnok H. and Redondo-Morata, Lorena and Surin, Mathieu and Lafont, Frank and Hannezo, Edouard B and Gabriele, Sylvain}, issn = {1745-2481}, journal = {Nature Physics}, number = {12}, pages = {1382–1390}, publisher = {Springer Nature}, title = {{Cell monolayers sense curvature by exploiting active mechanics and nuclear mechanoadaptation}}, doi = {10.1038/s41567-021-01374-1}, volume = {17}, year = {2021}, } @article{9298, abstract = {In 2008, we published the first set of guidelines for standardizing research in autophagy. Since then, this topic has received increasing attention, and many scientists have entered the field. Our knowledge base and relevant new technologies have also been expanding. Thus, it is important to formulate on a regular basis updated guidelines for monitoring autophagy in different organisms. Despite numerous reviews, there continues to be confusion regarding acceptable methods to evaluate autophagy, especially in multicellular eukaryotes. Here, we present a set of guidelines for investigators to select and interpret methods to examine autophagy and related processes, and for reviewers to provide realistic and reasonable critiques of reports that are focused on these processes. These guidelines are not meant to be a dogmatic set of rules, because the appropriateness of any assay largely depends on the question being asked and the system being used. Moreover, no individual assay is perfect for every situation, calling for the use of multiple techniques to properly monitor autophagy in each experimental setting. Finally, several core components of the autophagy machinery have been implicated in distinct autophagic processes (canonical and noncanonical autophagy), implying that genetic approaches to block autophagy should rely on targeting two or more autophagy-related genes that ideally participate in distinct steps of the pathway. Along similar lines, because multiple proteins involved in autophagy also regulate other cellular pathways including apoptosis, not all of them can be used as a specific marker for bona fide autophagic responses. Here, we critically discuss current methods of assessing autophagy and the information they can, or cannot, provide. Our ultimate goal is to encourage intellectual and technical innovation in the field. }, author = {Klionsky, Daniel J. and Abdel-Aziz, Amal Kamal and Abdelfatah, Sara and Abdellatif, Mahmoud and Abdoli, Asghar and Abel, Steffen and Abeliovich, Hagai and Abildgaard, Marie H. and Abudu, Yakubu Princely and Acevedo-Arozena, Abraham and Adamopoulos, Iannis E. and Adeli, Khosrow and Adolph, Timon E. and Adornetto, Annagrazia and Aflaki, Elma and Agam, Galila and Agarwal, Anupam and Aggarwal, Bharat B. and Agnello, Maria and Agostinis, Patrizia and Agrewala, Javed N. and Agrotis, Alexander and Aguilar, Patricia V. and Ahmad, S. Tariq and Ahmed, Zubair M. and Ahumada-Castro, Ulises and Aits, Sonja and Aizawa, Shu and Akkoc, Yunus and Akoumianaki, Tonia and Akpinar, Hafize Aysin and Al-Abd, Ahmed M. and Al-Akra, Lina and Al-Gharaibeh, Abeer and Alaoui-Jamali, Moulay A. and Alberti, Simon and Alcocer-Gómez, Elísabet and Alessandri, Cristiano and Ali, Muhammad and Alim Al-Bari, M. Abdul and Aliwaini, Saeb and Alizadeh, Javad and Almacellas, Eugènia and Almasan, Alexandru and Alonso, Alicia and Alonso, Guillermo D. and Altan-Bonnet, Nihal and Altieri, Dario C. and Álvarez, Élida M.C. and Alves, Sara and Alves Da Costa, Cristine and Alzaharna, Mazen M. and Amadio, Marialaura and Amantini, Consuelo and Amaral, Cristina and Ambrosio, Susanna and Amer, Amal O. and Ammanathan, Veena and An, Zhenyi and Andersen, Stig U. and Andrabi, Shaida A. and Andrade-Silva, Magaiver and Andres, Allen M. and Angelini, Sabrina and Ann, David and Anozie, Uche C. and Ansari, Mohammad Y. and Antas, Pedro and Antebi, Adam and Antón, Zuriñe and Anwar, Tahira and Apetoh, Lionel and Apostolova, Nadezda and Araki, Toshiyuki and Araki, Yasuhiro and Arasaki, Kohei and Araújo, Wagner L. and Araya, Jun and Arden, Catherine and Arévalo, Maria Angeles and Arguelles, Sandro and Arias, Esperanza and Arikkath, Jyothi and Arimoto, Hirokazu and Ariosa, Aileen R. and Armstrong-James, Darius and Arnauné-Pelloquin, Laetitia and Aroca, Angeles and Arroyo, Daniela S. and Arsov, Ivica and Artero, Rubén and Asaro, Dalia Maria Lucia and Aschner, Michael and Ashrafizadeh, Milad and Ashur-Fabian, Osnat and Atanasov, Atanas G. and Au, Alicia K. and Auberger, Patrick and Auner, Holger W. and Aurelian, Laure and Autelli, Riccardo and Avagliano, Laura and Ávalos, Yenniffer and Aveic, Sanja and Aveleira, Célia Alexandra and Avin-Wittenberg, Tamar and Aydin, Yucel and Ayton, Scott and Ayyadevara, Srinivas and Azzopardi, Maria and Baba, Misuzu and Backer, Jonathan M. and Backues, Steven K. and Bae, Dong Hun and Bae, Ok Nam and Bae, Soo Han and Baehrecke, Eric H. and Baek, Ahruem and Baek, Seung Hoon and Baek, Sung Hee and Bagetta, Giacinto and Bagniewska-Zadworna, Agnieszka and Bai, Hua and Bai, Jie and Bai, Xiyuan and Bai, Yidong and Bairagi, Nandadulal and Baksi, Shounak and Balbi, Teresa and Baldari, Cosima T. and Balduini, Walter and Ballabio, Andrea and Ballester, Maria and Balazadeh, Salma and Balzan, Rena and Bandopadhyay, Rina and Banerjee, Sreeparna and Banerjee, Sulagna and Bánréti, Ágnes and Bao, Yan and Baptista, Mauricio S. and Baracca, Alessandra and Barbati, Cristiana and Bargiela, Ariadna and Barilà, Daniela and Barlow, Peter G. and Barmada, Sami J. and Barreiro, Esther and Barreto, George E. and Bartek, Jiri and Bartel, Bonnie and Bartolome, Alberto and Barve, Gaurav R. and Basagoudanavar, Suresh H. and Bassham, Diane C. and Bast, Robert C. and Basu, Alakananda and Batoko, Henri and Batten, Isabella and Baulieu, Etienne E. and Baumgarner, Bradley L. and Bayry, Jagadeesh and Beale, Rupert and Beau, Isabelle and Beaumatin, Florian and Bechara, Luiz R.G. and Beck, George R. and Beers, Michael F. and Begun, Jakob and Behrends, Christian and Behrens, Georg M.N. and Bei, Roberto and Bejarano, Eloy and Bel, Shai and Behl, Christian and Belaid, Amine and Belgareh-Touzé, Naïma and Bellarosa, Cristina and Belleudi, Francesca and Belló Pérez, Melissa and Bello-Morales, Raquel and Beltran, Jackeline Soares De Oliveira and Beltran, Sebastián and Benbrook, Doris Mangiaracina and Bendorius, Mykolas and Benitez, Bruno A. and Benito-Cuesta, Irene and Bensalem, Julien and Berchtold, Martin W. and Berezowska, Sabina and Bergamaschi, Daniele and Bergami, Matteo and Bergmann, Andreas and Berliocchi, Laura and Berlioz-Torrent, Clarisse and Bernard, Amélie and Berthoux, Lionel and Besirli, Cagri G. and Besteiro, Sebastien and Betin, Virginie M. and Beyaert, Rudi and Bezbradica, Jelena S. and Bhaskar, Kiran and Bhatia-Kissova, Ingrid and Bhattacharya, Resham and Bhattacharya, Sujoy and Bhattacharyya, Shalmoli and Bhuiyan, Md Shenuarin and Bhutia, Sujit Kumar and Bi, Lanrong and Bi, Xiaolin and Biden, Trevor J. and Bijian, Krikor and Billes, Viktor A. and Binart, Nadine and Bincoletto, Claudia and Birgisdottir, Asa B. and Bjorkoy, Geir and Blanco, Gonzalo and Blas-Garcia, Ana and Blasiak, Janusz and Blomgran, Robert and Blomgren, Klas and Blum, Janice S. and Boada-Romero, Emilio and Boban, Mirta and Boesze-Battaglia, Kathleen and Boeuf, Philippe and Boland, Barry and Bomont, Pascale and Bonaldo, Paolo and Bonam, Srinivasa Reddy and Bonfili, Laura and Bonifacino, Juan S. and Boone, Brian A. and Bootman, Martin D. and Bordi, Matteo and Borner, Christoph and Bornhauser, Beat C. and Borthakur, Gautam and Bosch, Jürgen and Bose, Santanu and Botana, Luis M. and Botas, Juan and Boulanger, Chantal M. and Boulton, Michael E. and Bourdenx, Mathieu and Bourgeois, Benjamin and Bourke, Nollaig M. and Bousquet, Guilhem and Boya, Patricia and Bozhkov, Peter V. and Bozi, Luiz H.M. and Bozkurt, Tolga O. and Brackney, Doug E. and Brandts, Christian H. and Braun, Ralf J. and Braus, Gerhard H. and Bravo-Sagua, Roberto and Bravo-San Pedro, José M. and Brest, Patrick and Bringer, Marie Agnès and Briones-Herrera, Alfredo and Broaddus, V. Courtney and Brodersen, Peter and Brodsky, Jeffrey L. and Brody, Steven L. and Bronson, Paola G. and Bronstein, Jeff M. and Brown, Carolyn N. and Brown, Rhoderick E. and Brum, Patricia C. and Brumell, John H. and Brunetti-Pierri, Nicola and Bruno, Daniele and Bryson-Richardson, Robert J. and Bucci, Cecilia and Buchrieser, Carmen and Bueno, Marta and Buitrago-Molina, Laura Elisa and Buraschi, Simone and Buch, Shilpa and Buchan, J. Ross and Buckingham, Erin M. and Budak, Hikmet and Budini, Mauricio and Bultynck, Geert and Burada, Florin and Burgoyne, Joseph R. and Burón, M. Isabel and Bustos, Victor and Büttner, Sabrina and Butturini, Elena and Byrd, Aaron and Cabas, Isabel and Cabrera-Benitez, Sandra and Cadwell, Ken and Cai, Jingjing and Cai, Lu and Cai, Qian and Cairó, Montserrat and Calbet, Jose A. and Caldwell, Guy A. and Caldwell, Kim A. and Call, Jarrod A. and Calvani, Riccardo and Calvo, Ana C. and Calvo-Rubio Barrera, Miguel and Camara, Niels O.S. and Camonis, Jacques H. and Camougrand, Nadine and Campanella, Michelangelo and Campbell, Edward M. and Campbell-Valois, François Xavier and Campello, Silvia and Campesi, Ilaria and Campos, Juliane C. and Camuzard, Olivier and Cancino, Jorge and Candido De Almeida, Danilo and Canesi, Laura and Caniggia, Isabella and Canonico, Barbara and Cantí, Carles and Cao, Bin and Caraglia, Michele and Caramés, Beatriz and Carchman, Evie H. and Cardenal-Muñoz, Elena and Cardenas, Cesar and Cardenas, Luis and Cardoso, Sandra M. and Carew, Jennifer S. and Carle, Georges F. and Carleton, Gillian and Carloni, Silvia and Carmona-Gutierrez, Didac and Carneiro, Leticia A. and Carnevali, Oliana and Carosi, Julian M. and Carra, Serena and Carrier, Alice and Carrier, Lucie and Carroll, Bernadette and Carter, A. Brent and Carvalho, Andreia Neves and Casanova, Magali and Casas, Caty and Casas, Josefina and Cassioli, Chiara and Castillo, Eliseo F. and Castillo, Karen and Castillo-Lluva, Sonia and Castoldi, Francesca and Castori, Marco and Castro, Ariel F. and Castro-Caldas, Margarida and Castro-Hernandez, Javier and Castro-Obregon, Susana and Catz, Sergio D. and Cavadas, Claudia and Cavaliere, Federica and Cavallini, Gabriella and Cavinato, Maria and Cayuela, Maria L. and Cebollada Rica, Paula and Cecarini, Valentina and Cecconi, Francesco and Cechowska-Pasko, Marzanna and Cenci, Simone and Ceperuelo-Mallafré, Victòria and Cerqueira, João J. and Cerutti, Janete M. and Cervia, Davide and Cetintas, Vildan Bozok and Cetrullo, Silvia and Chae, Han Jung and Chagin, Andrei S. and Chai, Chee Yin and Chakrabarti, Gopal and Chakrabarti, Oishee and Chakraborty, Tapas and Chakraborty, Trinad and Chami, Mounia and Chamilos, Georgios and Chan, David W. and Chan, Edmond Y.W. and Chan, Edward D. and Chan, H. Y.Edwin and Chan, Helen H. and Chan, Hung and Chan, Matthew T.V. and Chan, Yau Sang and Chandra, Partha K. and Chang, Chih Peng and Chang, Chunmei and Chang, Hao Chun and Chang, Kai and Chao, Jie and Chapman, Tracey and Charlet-Berguerand, Nicolas and Chatterjee, Samrat and Chaube, Shail K. and Chaudhary, Anu and Chauhan, Santosh and Chaum, Edward and Checler, Frédéric and Cheetham, Michael E. and Chen, Chang Shi and Chen, Guang Chao and Chen, Jian Fu and Chen, Liam L. and Chen, Leilei and Chen, Lin and Chen, Mingliang and Chen, Mu Kuan and Chen, Ning and Chen, Quan and Chen, Ruey Hwa and Chen, Shi and Chen, Wei and Chen, Weiqiang and Chen, Xin Ming and Chen, Xiong Wen and Chen, Xu and Chen, Yan and Chen, Ye Guang and Chen, Yingyu and Chen, Yongqiang and Chen, Yu Jen and Chen, Yue Qin and Chen, Zhefan Stephen and Chen, Zhi and Chen, Zhi Hua and Chen, Zhijian J. and Chen, Zhixiang and Cheng, Hanhua and Cheng, Jun and Cheng, Shi Yuan and Cheng, Wei and Cheng, Xiaodong and Cheng, Xiu Tang and Cheng, Yiyun and Cheng, Zhiyong and Chen, Zhong and Cheong, Heesun and Cheong, Jit Kong and Chernyak, Boris V. and Cherry, Sara and Cheung, Chi Fai Randy and Cheung, Chun Hei Antonio and Cheung, King Ho and Chevet, Eric and Chi, Richard J. and Chiang, Alan Kwok Shing and Chiaradonna, Ferdinando and Chiarelli, Roberto and Chiariello, Mario and Chica, Nathalia and Chiocca, Susanna and Chiong, Mario and Chiou, Shih Hwa and Chiramel, Abhilash I. and Chiurchiù, Valerio and Cho, Dong Hyung and Choe, Seong Kyu and Choi, Augustine M.K. and Choi, Mary E. and Choudhury, Kamalika Roy and Chow, Norman S. and Chu, Charleen T. and Chua, Jason P. and Chua, John Jia En and Chung, Hyewon and Chung, Kin Pan and Chung, Seockhoon and Chung, So Hyang and Chung, Yuen Li and Cianfanelli, Valentina and Ciechomska, Iwona A. and Cifuentes, Mariana and Cinque, Laura and Cirak, Sebahattin and Cirone, Mara and Clague, Michael J. and Clarke, Robert and Clementi, Emilio and Coccia, Eliana M. and Codogno, Patrice and Cohen, Ehud and Cohen, Mickael M. and Colasanti, Tania and Colasuonno, Fiorella and Colbert, Robert A. and Colell, Anna and Čolić, Miodrag and Coll, Nuria S. and Collins, Mark O. and Colombo, María I. and Colón-Ramos, Daniel A. and Combaret, Lydie and Comincini, Sergio and Cominetti, Márcia R. and Consiglio, Antonella and Conte, Andrea and Conti, Fabrizio and Contu, Viorica Raluca and Cookson, Mark R. and Coombs, Kevin M. and Coppens, Isabelle and Corasaniti, Maria Tiziana and Corkery, Dale P. and Cordes, Nils and Cortese, Katia and Costa, Maria Do Carmo and Costantino, Sarah and Costelli, Paola and Coto-Montes, Ana and Crack, Peter J. and Crespo, Jose L. and Criollo, Alfredo and Crippa, Valeria and Cristofani, Riccardo and Csizmadia, Tamas and Cuadrado, Antonio and Cui, Bing and Cui, Jun and Cui, Yixian and Cui, Yong and Culetto, Emmanuel and Cumino, Andrea C. and Cybulsky, Andrey V. and Czaja, Mark J. and Czuczwar, Stanislaw J. and D’Adamo, Stefania and D’Amelio, Marcello and D’Arcangelo, Daniela and D’Lugos, Andrew C. and D’Orazi, Gabriella and Da Silva, James A. and Dafsari, Hormos Salimi and Dagda, Ruben K. and Dagdas, Yasin and Daglia, Maria and Dai, Xiaoxia and Dai, Yun and Dai, Yuyuan and Dal Col, Jessica and Dalhaimer, Paul and Dalla Valle, Luisa and Dallenga, Tobias and Dalmasso, Guillaume and Damme, Markus and Dando, Ilaria and Dantuma, Nico P. and Darling, April L. and Das, Hiranmoy and Dasarathy, Srinivasan and Dasari, Santosh K. and Dash, Srikanta and Daumke, Oliver and Dauphinee, Adrian N. and Davies, Jeffrey S. and Dávila, Valeria A. and Davis, Roger J. and Davis, Tanja and Dayalan Naidu, Sharadha and De Amicis, Francesca and De Bosscher, Karolien and De Felice, Francesca and De Franceschi, Lucia and De Leonibus, Chiara and De Mattos Barbosa, Mayara G. and De Meyer, Guido R.Y. and De Milito, Angelo and De Nunzio, Cosimo and De Palma, Clara and De Santi, Mauro and De Virgilio, Claudio and De Zio, Daniela and Debnath, Jayanta and Debosch, Brian J. and Decuypere, Jean Paul and Deehan, Mark A. and Deflorian, Gianluca and Degregori, James and Dehay, Benjamin and Del Rio, Gabriel and Delaney, Joe R. and Delbridge, Lea M.D. and Delorme-Axford, Elizabeth and Delpino, M. Victoria and Demarchi, Francesca and Dembitz, Vilma and Demers, Nicholas D. and Deng, Hongbin and Deng, Zhiqiang and Dengjel, Joern and Dent, Paul and Denton, Donna and Depamphilis, Melvin L. and Der, Channing J. and Deretic, Vojo and Descoteaux, Albert and Devis, Laura and Devkota, Sushil and Devuyst, Olivier and Dewson, Grant and Dharmasivam, Mahendiran and Dhiman, Rohan and Di Bernardo, Diego and Di Cristina, Manlio and Di Domenico, Fabio and Di Fazio, Pietro and Di Fonzo, Alessio and Di Guardo, Giovanni and Di Guglielmo, Gianni M. and Di Leo, Luca and Di Malta, Chiara and Di Nardo, Alessia and Di Rienzo, Martina and Di Sano, Federica and Diallinas, George and Diao, Jiajie and Diaz-Araya, Guillermo and Díaz-Laviada, Inés and Dickinson, Jared M. and Diederich, Marc and Dieudé, Mélanie and Dikic, Ivan and Ding, Shiping and Ding, Wen Xing and Dini, Luciana and Dinić, Jelena and Dinic, Miroslav and Dinkova-Kostova, Albena T. and Dionne, Marc S. and Distler, Jörg H.W. and Diwan, Abhinav and Dixon, Ian M.C. and Djavaheri-Mergny, Mojgan and Dobrinski, Ina and Dobrovinskaya, Oxana and Dobrowolski, Radek and Dobson, Renwick C.J. and Đokić, Jelena and Dokmeci Emre, Serap and Donadelli, Massimo and Dong, Bo and Dong, Xiaonan and Dong, Zhiwu and Dorn, Gerald W. and Dotsch, Volker and Dou, Huan and Dou, Juan and Dowaidar, Moataz and Dridi, Sami and Drucker, Liat and Du, Ailian and Du, Caigan and Du, Guangwei and Du, Hai Ning and Du, Li Lin and Du Toit, André and Duan, Shao Bin and Duan, Xiaoqiong and Duarte, Sónia P. and Dubrovska, Anna and Dunlop, Elaine A. and Dupont, Nicolas and Durán, Raúl V. and Dwarakanath, Bilikere S. and Dyshlovoy, Sergey A. and Ebrahimi-Fakhari, Darius and Eckhart, Leopold and Edelstein, Charles L. and Efferth, Thomas and Eftekharpour, Eftekhar and Eichinger, Ludwig and Eid, Nabil and Eisenberg, Tobias and Eissa, N. 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and Kanthasamy, Anumantha G. and Kanthasamy, Arthi and Kantorow, Marc and Kapuy, Orsolya and Karamouzis, Michalis V. and Karim, Md Razaul and Karmakar, Parimal and Katare, Rajesh G. and Kato, Masaru and Kaufmann, Stefan H.E. and Kauppinen, Anu and Kaushal, Gur P. and Kaushik, Susmita and Kawasaki, Kiyoshi and Kazan, Kemal and Ke, Po Yuan and Keating, Damien J. and Keber, Ursula and Kehrl, John H. and Keller, Kate E. and Keller, Christian W. and Kemper, Jongsook Kim and Kenific, Candia M. and Kepp, Oliver and Kermorgant, Stephanie and Kern, Andreas and Ketteler, Robin and Keulers, Tom G. and Khalfin, Boris and Khalil, Hany and Khambu, Bilon and Khan, Shahid Y. and Khandelwal, Vinoth Kumar Megraj and Khandia, Rekha and Kho, Widuri and Khobrekar, Noopur V. and Khuansuwan, Sataree and Khundadze, Mukhran and Killackey, Samuel A. and Kim, Dasol and Kim, Deok Ryong and Kim, Do Hyung and Kim, Dong Eun and Kim, Eun Young and Kim, Eun Kyoung and Kim, Hak Rim and Kim, Hee Sik and Hyung-Ryong Kim, Unknown and Kim, Jeong Hun and Kim, Jin Kyung and Kim, Jin Hoi and Kim, Joungmok and Kim, Ju Hwan and Kim, Keun Il and Kim, Peter K. and Kim, Seong Jun and Kimball, Scot R. and Kimchi, Adi and Kimmelman, Alec C. and Kimura, Tomonori and King, Matthew A. and Kinghorn, Kerri J. and Kinsey, Conan G. and Kirkin, Vladimir and Kirshenbaum, Lorrie A. and Kiselev, Sergey L. and Kishi, Shuji and Kitamoto, Katsuhiko and Kitaoka, Yasushi and Kitazato, Kaio and Kitsis, Richard N. and Kittler, Josef T. and Kjaerulff, Ole and Klein, Peter S. and Klopstock, Thomas and Klucken, Jochen and Knævelsrud, Helene and Knorr, Roland L. and Ko, Ben C.B. and Ko, Fred and Ko, Jiunn Liang and Kobayashi, Hotaka and Kobayashi, Satoru and Koch, Ina and Koch, Jan C. and Koenig, Ulrich and Kögel, Donat and Koh, Young Ho and Koike, Masato and Kohlwein, Sepp D. and Kocaturk, Nur M. and Komatsu, Masaaki and König, Jeannette and Kono, Toru and Kopp, Benjamin T. and Korcsmaros, Tamas and Korkmaz, Gözde and Korolchuk, 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and Lai, Zhibing and Laird, Angela S. and Lakkaraju, Aparna and Lamark, Trond and Lan, Sheng Hui and Landajuela, Ane and Lane, Darius J.R. and Lane, Jon D. and Lang, Charles H. and Lange, Carsten and Langel, Ülo and Langer, Rupert and Lapaquette, Pierre and Laporte, Jocelyn and Larusso, Nicholas F. and Lastres-Becker, Isabel and Lau, Wilson Chun Yu and Laurie, Gordon W. and Lavandero, Sergio and Law, Betty Yuen Kwan and Law, Helen Ka Wai and Layfield, Rob and Le, Weidong and Le Stunff, Herve and Leary, Alexandre Y. and Lebrun, Jean Jacques and Leck, Lionel Y.W. and Leduc-Gaudet, Jean Philippe and Lee, Changwook and Lee, Chung Pei and Lee, Da Hye and Lee, Edward B. and Lee, Erinna F. and Lee, Gyun Min and Lee, He Jin and Lee, Heung Kyu and Lee, Jae Man and Lee, Jason S. and Lee, Jin A. and Lee, Joo Yong and Lee, Jun Hee and Lee, Michael and Lee, Min Goo and Lee, Min Jae and Lee, Myung Shik and Lee, Sang Yoon and Lee, Seung Jae and Lee, Stella Y. and Lee, Sung Bae and Lee, Won Hee and Lee, Ying Ray and Lee, Yong Ho and Lee, Youngil and Lefebvre, Christophe and Legouis, Renaud and Lei, Yu L. and Lei, Yuchen and Leikin, Sergey and Leitinger, Gerd and Lemus, Leticia and Leng, Shuilong and Lenoir, Olivia and Lenz, Guido and Lenz, Heinz Josef and Lenzi, Paola and León, Yolanda and Leopoldino, Andréia M. and Leschczyk, Christoph and Leskelä, Stina and Letellier, Elisabeth and Leung, Chi Ting and Leung, Po Sing and Leventhal, Jeremy S. and Levine, Beth and Lewis, Patrick A. and Ley, Klaus and Li, Bin and Li, Da Qiang and Li, Jianming and Li, Jing and Li, Jiong and Li, Ke and Li, Liwu and Li, Mei and Li, Min and Li, Min and Li, Ming and Li, Mingchuan and Li, Pin Lan and Li, Ming Qing and Li, Qing and Li, Sheng and Li, Tiangang and Li, Wei and Li, Wenming and Li, Xue and Li, Yi Ping and Li, Yuan and Li, Zhiqiang and Li, Zhiyong and Li, Zhiyuan and Lian, Jiqin and Liang, Chengyu and Liang, Qiangrong and Liang, Weicheng and Liang, Yongheng and Liang, Yong Tian and Liao, Guanghong and Liao, Lujian and Liao, Mingzhi and Liao, Yung Feng and Librizzi, Mariangela and Lie, Pearl P.Y. and Lilly, Mary A. and Lim, Hyunjung J. and Lima, Thania R.R. and Limana, Federica and Lin, Chao and Lin, Chih Wen and Lin, Dar Shong and Lin, Fu Cheng and Lin, Jiandie D. and Lin, Kurt M. and Lin, Kwang Huei and Lin, Liang Tzung and Lin, Pei Hui and Lin, Qiong and Lin, Shaofeng and Lin, Su Ju and Lin, Wenyu and Lin, Xueying and Lin, Yao Xin and Lin, Yee Shin and Linden, Rafael and Lindner, Paula and Ling, Shuo Chien and Lingor, Paul and Linnemann, Amelia K. and Liou, Yih Cherng and Lipinski, Marta M. and Lipovšek, Saška and Lira, Vitor A. and Lisiak, Natalia and Liton, Paloma B. and Liu, Chao and Liu, Ching Hsuan and Liu, Chun Feng and Liu, Cui Hua and Liu, Fang and Liu, Hao and Liu, Hsiao Sheng and Liu, Hua Feng and Liu, Huifang and Liu, Jia and Liu, Jing and Liu, Julia and Liu, Leyuan and Liu, Longhua and Liu, Meilian and Liu, Qin and Liu, Wei and Liu, Wende and Liu, Xiao 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Ivana and Scrima, Andrea and Scrivo, Aurora and Sebastian, David and Sebti, Salwa and Sedej, Simon and Segatori, Laura and Segev, Nava and Seglen, Per O. and Seiliez, Iban and Seki, Ekihiro and Selleck, Scott B. and Sellke, Frank W. and Selsby, Joshua T. and Sendtner, Michael and Senturk, Serif and Seranova, Elena and Sergi, Consolato and Serra-Moreno, Ruth and Sesaki, Hiromi and Settembre, Carmine and Setty, Subba Rao Gangi and Sgarbi, Gianluca and Sha, Ou and Shacka, John J. and Shah, Javeed A. and Shang, Dantong and Shao, Changshun and Shao, Feng and Sharbati, Soroush and Sharkey, Lisa M. and Sharma, Dipali and Sharma, Gaurav and Sharma, Kulbhushan and Sharma, Pawan and Sharma, Surendra and Shen, Han Ming and Shen, Hongtao and Shen, Jiangang and Shen, Ming and Shen, Weili and Shen, Zheni and Sheng, Rui and Sheng, Zhi and Sheng, Zu Hang and Shi, Jianjian and Shi, Xiaobing and Shi, Ying Hong and Shiba-Fukushima, Kahori and Shieh, Jeng Jer and Shimada, Yohta and Shimizu, Shigeomi and Shimozawa, Makoto and Shintani, Takahiro and Shoemaker, Christopher J. and Shojaei, Shahla and Shoji, Ikuo and Shravage, Bhupendra V. and Shridhar, Viji and Shu, Chih Wen and Shu, Hong Bing and Shui, Ke and Shukla, Arvind K. and Shutt, Timothy E. and Sica, Valentina and Siddiqui, Aleem and Sierra, Amanda and Sierra-Torre, Virginia and Signorelli, Santiago and Sil, Payel and Silva, Bruno J.De Andrade and Silva, Johnatas D. and Silva-Pavez, Eduardo and Silvente-Poirot, Sandrine and Simmonds, Rachel E. and Simon, Anna Katharina and Simon, Hans Uwe and Simons, Matias and Singh, Anurag and Singh, Lalit P. and Singh, Rajat and Singh, Shivendra V. and Singh, Shrawan K. and Singh, Sudha B. and Singh, Sunaina and Singh, Surinder Pal and Sinha, Debasish and Sinha, Rohit Anthony and Sinha, Sangita and Sirko, Agnieszka and Sirohi, Kapil and Sivridis, Efthimios L. and Skendros, Panagiotis and Skirycz, Aleksandra and Slaninová, Iva and Smaili, Soraya S. and Smertenko, Andrei and Smith, Matthew D. and Soenen, Stefaan J. and Sohn, Eun Jung and Sok, Sophia P.M. and Solaini, Giancarlo and Soldati, Thierry and Soleimanpour, Scott A. and Soler, Rosa M. and Solovchenko, Alexei and Somarelli, Jason A. and Sonawane, Avinash and Song, Fuyong and Song, Hyun Kyu and Song, Ju Xian and Song, Kunhua and Song, Zhiyin and Soria, Leandro R. and Sorice, Maurizio and Soukas, Alexander A. and Soukup, Sandra Fausia and Sousa, Diana and Sousa, Nadia and Spagnuolo, Paul A. and Spector, Stephen A. and Srinivas Bharath, M. M. and St. Clair, Daret and Stagni, Venturina and Staiano, Leopoldo and Stalnecker, Clint A. and Stankov, Metodi V. and Stathopulos, Peter B. and Stefan, Katja and Stefan, Sven Marcel and Stefanis, Leonidas and Steffan, Joan S. and Steinkasserer, Alexander and Stenmark, Harald and Sterneckert, Jared and Stevens, Craig and Stoka, Veronika and Storch, Stephan and Stork, Björn and Strappazzon, Flavie and Strohecker, Anne Marie and Stupack, Dwayne G. and Su, Huanxing and Su, Ling Yan and Su, Longxiang and Suarez-Fontes, Ana M. and Subauste, Carlos S. and Subbian, Selvakumar and Subirada, Paula V. and Sudhandiran, Ganapasam and Sue, Carolyn M. and Sui, Xinbing and Summers, Corey and Sun, Guangchao and Sun, Jun and Sun, Kang and Sun, Meng Xiang and Sun, Qiming and Sun, Yi and Sun, Zhongjie and Sunahara, Karen K.S. and Sundberg, Eva and Susztak, Katalin and Sutovsky, Peter and Suzuki, Hidekazu and Sweeney, Gary and Symons, J. David and Sze, Stephen Cho Wing and Szewczyk, Nathaniel J. and Tabęcka-Łonczynska, Anna and Tabolacci, Claudio and Tacke, Frank and Taegtmeyer, Heinrich and Tafani, Marco and Tagaya, Mitsuo and Tai, Haoran and Tait, Stephen W.G. and Takahashi, Yoshinori and Takats, Szabolcs and Talwar, Priti and Tam, Chit and Tam, Shing Yau and Tampellini, Davide and Tamura, Atsushi and Tan, Chong Teik and Tan, Eng King and Tan, Ya Qin and Tanaka, Masaki and Tanaka, Motomasa and Tang, Daolin and Tang, Jingfeng and Tang, Tie Shan and Tanida, Isei and Tao, Zhipeng and Taouis, Mohammed and Tatenhorst, Lars and Tavernarakis, Nektarios and Taylor, Allen and Taylor, Gregory A. and Taylor, Joan M. and Tchetina, Elena and Tee, Andrew R. and Tegeder, Irmgard and Teis, David and Teixeira, Natercia and Teixeira-Clerc, Fatima and Tekirdag, Kumsal A. and Tencomnao, Tewin and Tenreiro, Sandra and Tepikin, Alexei V. and Testillano, Pilar S. and Tettamanti, Gianluca and Tharaux, Pierre Louis and Thedieck, Kathrin and Thekkinghat, Arvind A. and Thellung, Stefano and Thinwa, Josephine W. and Thirumalaikumar, V. P. and Thomas, Sufi Mary and Thomes, Paul G. and Thorburn, Andrew and Thukral, Lipi and Thum, Thomas and Thumm, Michael and Tian, Ling and Tichy, Ales and Till, Andreas and Timmerman, Vincent and Titorenko, Vladimir I. and Todi, Sokol V. and Todorova, Krassimira and Toivonen, Janne M. and Tomaipitinca, Luana and Tomar, Dhanendra and Tomas-Zapico, Cristina and Tomić, Sergej and Tong, Benjamin Chun Kit and Tong, Chao and Tong, Xin and Tooze, Sharon A. and Torgersen, Maria L. and Torii, Satoru and Torres-López, Liliana and Torriglia, Alicia and Towers, Christina G. and Towns, Roberto and Toyokuni, Shinya and Trajkovic, Vladimir and Tramontano, Donatella and Tran, Quynh Giao and Travassos, Leonardo H. and Trelford, Charles B. and Tremel, Shirley and Trougakos, Ioannis P. and Tsao, Betty P. and Tschan, Mario P. and Tse, Hung Fat and Tse, Tak Fu and Tsugawa, Hitoshi and Tsvetkov, Andrey S. and Tumbarello, David A. and Tumtas, Yasin and Tuñón, María J. and Turcotte, Sandra and Turk, Boris and Turk, Vito and Turner, Bradley J. and Tuxworth, Richard I. and Tyler, Jessica K. and Tyutereva, Elena V. and Uchiyama, Yasuo and Ugun-Klusek, Aslihan and Uhlig, Holm H. and Ułamek-Kozioł, Marzena and Ulasov, Ilya V. and Umekawa, Midori and Ungermann, Christian and Unno, Rei and Urbe, Sylvie and Uribe-Carretero, Elisabet and Üstün, Suayib and Uversky, Vladimir N. and Vaccari, Thomas and Vaccaro, Maria I. and Vahsen, Björn F. and Vakifahmetoglu-Norberg, Helin and Valdor, Rut and Valente, Maria J. and Valko, Ayelén and Vallee, Richard B. and Valverde, Angela M. and Van Den Berghe, Greet and Van Der Veen, Stijn and Van Kaer, Luc and Van Loosdregt, Jorg and Van Wijk, Sjoerd J.L. and Vandenberghe, Wim and Vanhorebeek, Ilse and Vannier-Santos, Marcos A. and Vannini, Nicola and Vanrell, M. Cristina and Vantaggiato, Chiara and Varano, Gabriele and Varela-Nieto, Isabel and Varga, Máté and Vasconcelos, M. Helena and Vats, Somya and Vavvas, Demetrios G. and Vega-Naredo, Ignacio and Vega-Rubin-De-Celis, Silvia and Velasco, Guillermo and Velázquez, Ariadna P. and Vellai, Tibor and Vellenga, Edo and Velotti, Francesca and Verdier, Mireille and Verginis, Panayotis and Vergne, Isabelle and Verkade, Paul and Verma, Manish and Verstreken, Patrik and Vervliet, Tim and Vervoorts, Jörg and Vessoni, Alexandre T. and Victor, Victor M. and Vidal, Michel and Vidoni, Chiara and Vieira, Otilia V. and Vierstra, Richard D. and Viganó, Sonia and Vihinen, Helena and Vijayan, Vinoy and Vila, Miquel and Vilar, Marçal and Villalba, José M. and Villalobo, Antonio and Villarejo-Zori, Beatriz and Villarroya, Francesc and Villarroya, Joan and Vincent, Olivier and Vindis, Cecile and Viret, Christophe and Viscomi, Maria Teresa and Visnjic, Dora and Vitale, Ilio and Vocadlo, David J. and Voitsekhovskaja, Olga V. and Volonté, Cinzia and Volta, Mattia and Vomero, Marta and Von Haefen, Clarissa and Vooijs, Marc A. and Voos, Wolfgang and Vucicevic, Ljubica and Wade-Martins, Richard and Waguri, Satoshi and Waite, Kenrick A. and Wakatsuki, Shuji and Walker, David W. and Walker, Mark J. and Walker, Simon A. and Walter, Jochen and Wandosell, Francisco G. and Wang, Bo and Wang, Chao Yung and Wang, Chen and Wang, Chenran and Wang, Chenwei and Wang, Cun Yu and Wang, Dong and Wang, Fangyang and Wang, Feng and Wang, Fengming and Wang, Guansong and Wang, Han and Wang, Hao and Wang, Hexiang and Wang, Hong Gang and Wang, Jianrong and Wang, Jigang and Wang, Jiou and Wang, Jundong and Wang, Kui and Wang, Lianrong and Wang, Liming and Wang, Maggie Haitian and Wang, Meiqing and Wang, Nanbu and Wang, Pengwei and Wang, Peipei and Wang, Ping and Wang, Ping and Wang, Qing Jun and Wang, Qing and Wang, Qing Kenneth and Wang, Qiong A. and Wang, Wen Tao and Wang, Wuyang and Wang, Xinnan and Wang, Xuejun and Wang, Yan and Wang, Yanchang and Wang, Yanzhuang and Wang, Yen Yun and Wang, Yihua and Wang, Yipeng and Wang, Yu and Wang, Yuqi and Wang, Zhe and Wang, Zhenyu and Wang, Zhouguang and Warnes, Gary and Warnsmann, Verena and Watada, Hirotaka and Watanabe, Eizo and Watchon, Maxinne and Wawrzyńska, Anna and Weaver, Timothy E. and Wegrzyn, Grzegorz and Wehman, Ann M. and Wei, Huafeng and Wei, Lei and Wei, Taotao and Wei, Yongjie and Weiergräber, Oliver H. and Weihl, Conrad C. and Weindl, Günther and Weiskirchen, Ralf and Wells, Alan and Wen, Runxia H. and Wen, Xin and Werner, Antonia and Weykopf, Beatrice and Wheatley, Sally P. and Whitton, J. Lindsay and Whitworth, Alexander J. and Wiktorska, Katarzyna and Wildenberg, Manon E. and Wileman, Tom and Wilkinson, Simon and Willbold, Dieter and Williams, Brett and Williams, Robin S.B. and Williams, Roger L. and Williamson, Peter R. and Wilson, Richard A. and Winner, Beate and Winsor, Nathaniel J. and Witkin, Steven S. and Wodrich, Harald and Woehlbier, Ute and Wollert, Thomas and Wong, Esther and Wong, Jack Ho and Wong, Richard W. and Wong, Vincent Kam Wai and Wong, W. Wei Lynn and Wu, An Guo and Wu, Chengbiao and Wu, Jian and Wu, Junfang and Wu, Kenneth K. and Wu, Min and Wu, Shan Ying and Wu, Shengzhou and Wu, Shu Yan and Wu, Shufang and Wu, William K.K. and Wu, Xiaohong and Wu, Xiaoqing and Wu, Yao Wen and Wu, Yihua and Xavier, Ramnik J. and Xia, Hongguang and Xia, Lixin and Xia, Zhengyuan and Xiang, Ge and Xiang, Jin and Xiang, Mingliang and Xiang, Wei and Xiao, Bin and Xiao, Guozhi and Xiao, Hengyi and Xiao, Hong Tao and Xiao, Jian and Xiao, Lan and Xiao, Shi and Xiao, Yin and Xie, Baoming and Xie, Chuan Ming and Xie, Min and Xie, Yuxiang and Xie, Zhiping and Xie, Zhonglin and Xilouri, Maria and Xu, Congfeng and Xu, En and Xu, Haoxing and Xu, Jing and Xu, Jin Rong and Xu, Liang and Xu, Wen Wen and Xu, Xiulong and Xue, Yu and Yakhine-Diop, Sokhna M.S. and Yamaguchi, Masamitsu and Yamaguchi, Osamu and Yamamoto, Ai and Yamashina, Shunhei and Yan, Shengmin and Yan, Shian Jang and Yan, Zhen and Yanagi, Yasuo and Yang, Chuanbin and Yang, Dun Sheng and Yang, Huan and Yang, Huang Tian and Yang, Hui and Yang, Jin Ming and Yang, Jing and Yang, Jingyu and Yang, Ling and Yang, Liu and Yang, Ming and Yang, Pei Ming and Yang, Qian and Yang, Seungwon and Yang, Shu and Yang, Shun Fa and Yang, Wannian and Yang, Wei Yuan and Yang, Xiaoyong and Yang, Xuesong and Yang, Yi and Yang, Ying and Yao, Honghong and Yao, Shenggen and Yao, Xiaoqiang and Yao, Yong Gang and Yao, Yong Ming and Yasui, Takahiro and Yazdankhah, Meysam and Yen, Paul M. and Yi, Cong and Yin, Xiao Ming and Yin, Yanhai and Yin, Zhangyuan and Yin, Ziyi and Ying, Meidan and Ying, Zheng and Yip, Calvin K. and Yiu, Stephanie Pei Tung and Yoo, Young H. and Yoshida, Kiyotsugu and Yoshii, Saori R. and Yoshimori, Tamotsu and Yousefi, Bahman and Yu, Boxuan and Yu, Haiyang and Yu, Jun and Yu, Jun and Yu, Li and Yu, Ming Lung and Yu, Seong Woon and Yu, Victor C. and Yu, W. Haung and Yu, Zhengping and Yu, Zhou and Yuan, Junying and Yuan, Ling Qing and Yuan, Shilin and Yuan, Shyng Shiou F. and Yuan, Yanggang and Yuan, Zengqiang and Yue, Jianbo and Yue, Zhenyu and Yun, Jeanho and Yung, Raymond L. and Zacks, David N. and Zaffagnini, Gabriele and Zambelli, Vanessa O. and Zanella, Isabella and Zang, Qun S. and Zanivan, Sara and Zappavigna, Silvia and Zaragoza, Pilar and Zarbalis, Konstantinos S. and Zarebkohan, Amir and Zarrouk, Amira and Zeitlin, Scott O. and Zeng, Jialiu and Zeng, Ju Deng and Žerovnik, Eva and Zhan, Lixuan and Zhang, Bin and Zhang, Donna D. and Zhang, Hanlin and Zhang, Hong and Zhang, Hong and Zhang, Honghe and Zhang, Huafeng and Zhang, Huaye and Zhang, Hui and Zhang, Hui Ling and Zhang, Jianbin and Zhang, Jianhua and Zhang, Jing Pu and Zhang, Kalin Y.B. and Zhang, Leshuai W. and Zhang, Lin and Zhang, Lisheng and Zhang, Lu and Zhang, Luoying and Zhang, Menghuan and Zhang, Peng and Zhang, Sheng and Zhang, Wei and Zhang, Xiangnan and Zhang, Xiao Wei and Zhang, Xiaolei and Zhang, Xiaoyan and Zhang, Xin and Zhang, Xinxin and Zhang, Xu Dong and Zhang, Yang and Zhang, Yanjin and Zhang, Yi and Zhang, Ying Dong and Zhang, Yingmei and Zhang, Yuan Yuan and Zhang, Yuchen and Zhang, Zhe and Zhang, Zhengguang and Zhang, Zhibing and Zhang, Zhihai and Zhang, Zhiyong and Zhang, Zili and Zhao, Haobin and Zhao, Lei and Zhao, Shuang and Zhao, Tongbiao and Zhao, Xiao Fan and Zhao, Ying and Zhao, Yongchao and Zhao, Yongliang and Zhao, Yuting and Zheng, Guoping and Zheng, Kai and Zheng, Ling and Zheng, Shizhong and Zheng, Xi Long and Zheng, Yi and Zheng, Zu Guo and Zhivotovsky, Boris and Zhong, Qing and Zhou, Ao and Zhou, Ben and Zhou, Cefan and Zhou, Gang and Zhou, Hao and Zhou, Hong and Zhou, Hongbo and Zhou, Jie and Zhou, Jing and Zhou, Jing and Zhou, Jiyong and Zhou, Kailiang and Zhou, Rongjia and Zhou, Xu Jie and Zhou, Yanshuang and Zhou, Yinghong and Zhou, Yubin and Zhou, Zheng Yu and Zhou, Zhou and Zhu, Binglin and Zhu, Changlian and Zhu, Guo Qing and Zhu, Haining and Zhu, Hongxin and Zhu, Hua and Zhu, Wei Guo and Zhu, Yanping and Zhu, Yushan and Zhuang, Haixia and Zhuang, Xiaohong and Zientara-Rytter, Katarzyna and Zimmermann, Christine M. and Ziviani, Elena and Zoladek, Teresa and Zong, Wei Xing and Zorov, Dmitry B. and Zorzano, Antonio and Zou, Weiping and Zou, Zhen and Zou, Zhengzhi and Zuryn, Steven and Zwerschke, Werner and Brand-Saberi, Beate and Dong, X. Charlie and Kenchappa, Chandra Shekar and Li, Zuguo and Lin, Yong and Oshima, Shigeru and Rong, Yueguang and Sluimer, Judith C. and Stallings, Christina L. and Tong, Chun Kit}, issn = {1554-8635}, journal = {Autophagy}, number = {1}, pages = {1--382}, publisher = {Taylor & Francis}, title = {{Guidelines for the use and interpretation of assays for monitoring autophagy (4th edition)}}, doi = {10.1080/15548627.2020.1797280}, volume = {17}, year = {2021}, } @article{8742, abstract = {We develop a version of Ekedahl’s geometric sieve for integral quadratic forms of rank at least five. As one ranges over the zeros of such quadratic forms, we use the sieve to compute the density of coprime values of polynomials, and furthermore, to address a question about local solubility in families of varieties parameterised by the zeros.}, author = {Browning, Timothy D and Heath-Brown, Roger}, issn = {1435-5337}, journal = {Forum Mathematicum}, number = {1}, pages = {147--165}, publisher = {De Gruyter}, title = {{The geometric sieve for quadrics}}, doi = {10.1515/forum-2020-0074}, volume = {33}, year = {2021}, } @phdthesis{10035, abstract = {Many security definitions come in two flavors: a stronger “adaptive” flavor, where the adversary can arbitrarily make various choices during the course of the attack, and a weaker “selective” flavor where the adversary must commit to some or all of their choices a-priori. For example, in the context of identity-based encryption, selective security requires the adversary to decide on the identity of the attacked party at the very beginning of the game whereas adaptive security allows the attacker to first see the master public key and some secret keys before making this choice. Often, it appears to be much easier to achieve selective security than it is to achieve adaptive security. A series of several recent works shows how to cleverly achieve adaptive security in several such scenarios including generalized selective decryption [Pan07][FJP15], constrained PRFs [FKPR14], and Yao’s garbled circuits [JW16]. Although the above works expressed vague intuition that they share a common technique, the connection was never made precise. In this work we present a new framework (published at Crypto ’17 [JKK+17a]) that connects all of these works and allows us to present them in a unified and simplified fashion. Having the framework in place, we show how to achieve adaptive security for proxy re-encryption schemes (published at PKC ’19 [FKKP19]) and provide the first adaptive security proofs for continuous group key agreement protocols (published at S&P ’21 [KPW+21]). Questioning optimality of our framework, we then show that currently used proof techniques cannot lead to significantly better security guarantees for "graph-building" games (published at TCC ’21 [KKPW21a]). These games cover generalized selective decryption, as well as the security of prominent constructions for constrained PRFs, continuous group key agreement, and proxy re-encryption. Finally, we revisit the adaptive security of Yao’s garbled circuits and extend the analysis of Jafargholi and Wichs in two directions: While they prove adaptive security only for a modified construction with increased online complexity, we provide the first positive results for the original construction by Yao (published at TCC ’21 [KKP21a]). On the negative side, we prove that the results of Jafargholi and Wichs are essentially optimal by showing that no black-box reduction can provide a significantly better security bound (published at Crypto ’21 [KKPW21c]).}, author = {Klein, Karen}, issn = {2663-337X}, pages = {276}, publisher = {Institute of Science and Technology Austria}, title = {{On the adaptive security of graph-based games}}, doi = {10.15479/at:ista:10035}, year = {2021}, } @inproceedings{10410, abstract = {The security of cryptographic primitives and protocols against adversaries that are allowed to make adaptive choices (e.g., which parties to corrupt or which queries to make) is notoriously difficult to establish. A broad theoretical framework was introduced by Jafargholi et al. [Crypto’17] for this purpose. In this paper we initiate the study of lower bounds on loss in adaptive security for certain cryptographic protocols considered in the framework. We prove lower bounds that almost match the upper bounds (proven using the framework) for proxy re-encryption, prefix-constrained PRFs and generalized selective decryption, a security game that captures the security of certain group messaging and broadcast encryption schemes. Those primitives have in common that their security game involves an underlying graph that can be adaptively built by the adversary. Some of our lower bounds only apply to a restricted class of black-box reductions which we term “oblivious” (the existing upper bounds are of this restricted type), some apply to the broader but still restricted class of non-rewinding reductions, while our lower bound for proxy re-encryption applies to all black-box reductions. The fact that some of our lower bounds seem to crucially rely on obliviousness or at least a non-rewinding reduction hints to the exciting possibility that the existing upper bounds can be improved by using more sophisticated reductions. Our main conceptual contribution is a two-player multi-stage game called the Builder-Pebbler Game. We can translate bounds on the winning probabilities for various instantiations of this game into cryptographic lower bounds for the above-mentioned primitives using oracle separation techniques.}, author = {Kamath Hosdurg, Chethan and Klein, Karen and Pietrzak, Krzysztof Z and Walter, Michael}, booktitle = {19th International Conference}, isbn = {9-783-0309-0452-4}, issn = {1611-3349}, location = {Raleigh, NC, United States}, pages = {550--581}, publisher = {Springer Nature}, title = {{The cost of adaptivity in security games on graphs}}, doi = {10.1007/978-3-030-90453-1_19}, volume = {13043}, year = {2021}, } @inproceedings{10048, abstract = {The security of cryptographic primitives and protocols against adversaries that are allowed to make adaptive choices (e.g., which parties to corrupt or which queries to make) is notoriously difficult to establish. A broad theoretical framework was introduced by Jafargholi et al. [Crypto’17] for this purpose. In this paper we initiate the study of lower bounds on loss in adaptive security for certain cryptographic protocols considered in the framework. We prove lower bounds that almost match the upper bounds (proven using the framework) for proxy re-encryption, prefix-constrained PRFs and generalized selective decryption, a security game that captures the security of certain group messaging and broadcast encryption schemes. Those primitives have in common that their security game involves an underlying graph that can be adaptively built by the adversary. Some of our lower bounds only apply to a restricted class of black-box reductions which we term “oblivious” (the existing upper bounds are of this restricted type), some apply to the broader but still restricted class of non-rewinding reductions, while our lower bound for proxy re-encryption applies to all black-box reductions. The fact that some of our lower bounds seem to crucially rely on obliviousness or at least a non-rewinding reduction hints to the exciting possibility that the existing upper bounds can be improved by using more sophisticated reductions. Our main conceptual contribution is a two-player multi-stage game called the Builder-Pebbler Game. We can translate bounds on the winning probabilities for various instantiations of this game into cryptographic lower bounds for the above-mentioned primitives using oracle separation techniques. }, author = {Kamath Hosdurg, Chethan and Klein, Karen and Pietrzak, Krzysztof Z and Walter, Michael}, booktitle = {19th Theory of Cryptography Conference 2021}, location = {Raleigh, NC, United States}, publisher = {International Association for Cryptologic Research}, title = {{The cost of adaptivity in security games on graphs}}, year = {2021}, } @article{10738, abstract = {We prove an adiabatic theorem for the Landau–Pekar equations. This allows us to derive new results on the accuracy of their use as effective equations for the time evolution generated by the Fröhlich Hamiltonian with large coupling constant α. In particular, we show that the time evolution of Pekar product states with coherent phonon field and the electron being trapped by the phonons is well approximated by the Landau–Pekar equations until times short compared to α2.}, author = {Leopold, Nikolai K and Rademacher, Simone Anna Elvira and Schlein, Benjamin and Seiringer, Robert}, issn = {1948-206X}, journal = {Analysis and PDE}, number = {7}, pages = {2079--2100}, publisher = {Mathematical Sciences Publishers}, title = {{ The Landau–Pekar equations: Adiabatic theorem and accuracy}}, doi = {10.2140/APDE.2021.14.2079}, volume = {14}, year = {2021}, } @phdthesis{10429, abstract = {The scalability of concurrent data structures and distributed algorithms strongly depends on reducing the contention for shared resources and the costs of synchronization and communication. We show how such cost reductions can be attained by relaxing the strict consistency conditions required by sequential implementations. In the first part of the thesis, we consider relaxation in the context of concurrent data structures. Specifically, in data structures such as priority queues, imposing strong semantics renders scalability impossible, since a correct implementation of the remove operation should return only the element with highest priority. Intuitively, attempting to invoke remove operations concurrently creates a race condition. This bottleneck can be circumvented by relaxing semantics of the affected data structure, thus allowing removal of the elements which are no longer required to have the highest priority. We prove that the randomized implementations of relaxed data structures provide provable guarantees on the priority of the removed elements even under concurrency. Additionally, we show that in some cases the relaxed data structures can be used to scale the classical algorithms which are usually implemented with the exact ones. In the second part, we study parallel variants of the stochastic gradient descent (SGD) algorithm, which distribute computation among the multiple processors, thus reducing the running time. Unfortunately, in order for standard parallel SGD to succeed, each processor has to maintain a local copy of the necessary model parameter, which is identical to the local copies of other processors; the overheads from this perfect consistency in terms of communication and synchronization can negate the speedup gained by distributing the computation. We show that the consistency conditions required by SGD can be relaxed, allowing the algorithm to be more flexible in terms of tolerating quantized communication, asynchrony, or even crash faults, while its convergence remains asymptotically the same.}, author = {Nadiradze, Giorgi}, issn = {2663-337X}, pages = {132}, publisher = {Institute of Science and Technology Austria}, title = {{On achieving scalability through relaxation}}, doi = {10.15479/at:ista:10429}, year = {2021}, } @inproceedings{10435, abstract = {Decentralized optimization is emerging as a viable alternative for scalable distributed machine learning, but also introduces new challenges in terms of synchronization costs. To this end, several communication-reduction techniques, such as non-blocking communication, quantization, and local steps, have been explored in the decentralized setting. Due to the complexity of analyzing optimization in such a relaxed setting, this line of work often assumes \emph{global} communication rounds, which require additional synchronization. In this paper, we consider decentralized optimization in the simpler, but harder to analyze, \emph{asynchronous gossip} model, in which communication occurs in discrete, randomly chosen pairings among nodes. Perhaps surprisingly, we show that a variant of SGD called \emph{SwarmSGD} still converges in this setting, even if \emph{non-blocking communication}, \emph{quantization}, and \emph{local steps} are all applied \emph{in conjunction}, and even if the node data distributions and underlying graph topology are both \emph{heterogenous}. Our analysis is based on a new connection with multi-dimensional load-balancing processes. We implement this algorithm and deploy it in a super-computing environment, showing that it can outperform previous decentralized methods in terms of end-to-end training time, and that it can even rival carefully-tuned large-batch SGD for certain tasks.}, author = {Nadiradze, Giorgi and Sabour, Amirmojtaba and Davies, Peter and Li, Shigang and Alistarh, Dan-Adrian}, booktitle = {35th Conference on Neural Information Processing Systems}, location = {Sydney, Australia}, publisher = {Neural Information Processing Systems Foundation}, title = {{Asynchronous decentralized SGD with quantized and local updates}}, year = {2021}, } @inproceedings{10593, abstract = {We study the problem of estimating a rank-$1$ signal in the presence of rotationally invariant noise-a class of perturbations more general than Gaussian noise. Principal Component Analysis (PCA) provides a natural estimator, and sharp results on its performance have been obtained in the high-dimensional regime. Recently, an Approximate Message Passing (AMP) algorithm has been proposed as an alternative estimator with the potential to improve the accuracy of PCA. However, the existing analysis of AMP requires an initialization that is both correlated with the signal and independent of the noise, which is often unrealistic in practice. In this work, we combine the two methods, and propose to initialize AMP with PCA. Our main result is a rigorous asymptotic characterization of the performance of this estimator. Both the AMP algorithm and its analysis differ from those previously derived in the Gaussian setting: at every iteration, our AMP algorithm requires a specific term to account for PCA initialization, while in the Gaussian case, PCA initialization affects only the first iteration of AMP. The proof is based on a two-phase artificial AMP that first approximates the PCA estimator and then mimics the true AMP. Our numerical simulations show an excellent agreement between AMP results and theoretical predictions, and suggest an interesting open direction on achieving Bayes-optimal performance.}, author = {Mondelli, Marco and Venkataramanan, Ramji}, booktitle = {35th Conference on Neural Information Processing Systems}, isbn = {9781713845393}, issn = {1049-5258}, location = {Virtual}, pages = {29616--29629}, publisher = {Neural Information Processing Systems Foundation}, title = {{PCA initialization for approximate message passing in rotationally invariant models}}, volume = {35}, year = {2021}, } @inproceedings{10594, abstract = {The question of how and why the phenomenon of mode connectivity occurs in training deep neural networks has gained remarkable attention in the research community. From a theoretical perspective, two possible explanations have been proposed: (i) the loss function has connected sublevel sets, and (ii) the solutions found by stochastic gradient descent are dropout stable. While these explanations provide insights into the phenomenon, their assumptions are not always satisfied in practice. In particular, the first approach requires the network to have one layer with order of N neurons (N being the number of training samples), while the second one requires the loss to be almost invariant after removing half of the neurons at each layer (up to some rescaling of the remaining ones). In this work, we improve both conditions by exploiting the quality of the features at every intermediate layer together with a milder over-parameterization condition. More specifically, we show that: (i) under generic assumptions on the features of intermediate layers, it suffices that the last two hidden layers have order of N−−√ neurons, and (ii) if subsets of features at each layer are linearly separable, then no over-parameterization is needed to show the connectivity. Our experiments confirm that the proposed condition ensures the connectivity of solutions found by stochastic gradient descent, even in settings where the previous requirements do not hold.}, author = {Nguyen, Quynh and Bréchet, Pierre and Mondelli, Marco}, booktitle = {35th Conference on Neural Information Processing Systems}, isbn = {9781713845393}, issn = {1049-5258}, location = {Virtual}, publisher = {Neural Information Processing Systems Foundation}, title = {{When are solutions connected in deep networks?}}, volume = {35}, year = {2021}, }