McAllester, David

11 publications

ICML 2025 PENCIL: Long Thoughts with Short Memory Chenxiao Yang, Nathan Srebro, David Mcallester, Zhiyuan Li

ICLRW 2025 PENCIL: Long Thoughts with Short Memory Chenxiao Yang, Nathan Srebro, David McAllester, Zhiyuan Li

CVPR 2021 Domain-Independent Dominance of Adaptive Methods Pedro Savarese, David McAllester, Sudarshan Babu, Michael Maire

CVPR 2021 Information-Theoretic Segmentation by Inpainting Error Maximization Pedro Savarese, Sunnie S. Y. Kim, Michael Maire, Greg Shakhnarovich, David McAllester

AISTATS 2020 Formal Limitations on the Measurement of Mutual Information David McAllester, Karl Stratos

NeurIPS 2017 Exploring Generalization in Deep Learning Behnam Neyshabur, Srinadh Bhojanapalli, David Mcallester, Nati Srebro

NeurIPS 2014 Discriminative Metric Learning by Neighborhood Gerrymandering Shubhendu Trivedi, David Mcallester, Greg Shakhnarovich

CVPR 2013 Robust Monocular Epipolar Flow Estimation Koichiro Yamaguchi, David McAllester, Raquel Urtasun

AISTATS 2009 Particle Belief Propagation Alexander Ihler, David McAllester

JMLR 2004 Computable Shell Decomposition Bounds John Langford, David McAllester

JMLR 2003 Concentration Inequalities for the Missing Mass and for Histogram Rule Error David McAllester, Luis Ortiz