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Advances in Neural Information Processing Systems|January 4, 2023
An Empirical Investigation of Domain Generalization with Empirical Risk MinimizersRamakrishna Vedantam, David Lopez-Paz, David J SchwabIEEE Transactions on Pattern Analysis and Machine Intelligence|March 10, 2016
Adopting Abstract Images for Semantic Scene UnderstandingC Lawrence Zitnick, Ramakrishna Vedantam, Devi ParikhNature Communications|June 13, 2020
Poincaré maps for analyzing complex hierarchies in single-cell dataAnna Klimovskaia, David Lopez-Paz, Léon Bottou, et al.Neuroimage|July 1, 2020
Back-to-back regression: Disentangling the influence of correlated factors from multivariate observationsJean-Rémi King, François Charton, David Lopez-Paz, et al.Advances in Neural Information Processing Systems|June 19, 2023
Information bottleneck theory of high-dimensional regression: relevancy, efficiency and optimalityVudtiwat Ngampruetikorn, David J SchwabPhysical Review Letters|January 3, 2025
Extreme Synergy in the Random-Energy ModelVudtiwat Ngampruetikorn, David J SchwabAdvances in Neural Information Processing Systems|January 4, 2023
Perturbation Theory for the Information BottleneckVudtiwat Ngampruetikorn, David J SchwabProceedings of the National Academy of Sciences of the United States of America|October 10, 2012
Energetic costs of cellular computationPankaj Mehta, David J SchwabPlos Computational Biology|August 15, 2014
Quantifying the role of population subdivision in evolution on rugged fitness landscapesAnne-Florence Bitbol, David J SchwabNeural Computation|October 14, 2018
The Information Bottleneck and Geometric ClusteringD J Strouse, David J SchwabPageof 5