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Workshop
Sat 4:30 Spectral theory of neural prediction and alignment
SueYeon Chung
Workshop
Sat 0:15 Invited Talk 1: Theory on Training Dynamics of Transformers
Yingbin Liang
Workshop
Sat 6:00 Invited Talk 4 : Emergence of unexpected complex skills in LLMs: Some theory and experiments
Workshop
Sat 0:00 Bridging the Gap Between Practice and Theory in Deep Learning
Wei Chen · Christa Cuchiero · Hadi Daneshmand · Stefanie Jegelka · Zelda Mariet · Andre Niyongabo Rubungo · Jiaye Teng · Bohan Wang · Bohang Zhang · Jingzhao Zhang
Workshop
Promises and Pitfalls of Generative Masked Language Modeling: Theoretical Framework and Practical Guidelines
Yuchen Li · Alexandre Kirchmeyer · Aashay Mehta · Yilong Qin · Boris Dadachev · Kishore Papineni · Sanjiv Kumar · Andrej Risteski
Poster
Oracle Efficient Algorithms for Groupwise Regret
Krishna Acharya · Eshwar Ram Arunachaleswaran · Sampath Kannan · Aaron Roth · Juba Ziani
Poster
Wed 7:30 PROGRAM: PROtotype GRAph Model based Pseudo-Label Learning for Test-Time Adaptation
Haopeng Sun · Lumin Xu · Sheng Jin · Ping Luo · Chen Qian · Wentao Liu
Poster
Wed 7:30 The Effect of Intrinsic Dataset Properties on Generalization: Unraveling Learning Differences Between Natural and Medical Images
Nicholas Konz · Maciej Mazurowski
Poster
Thu 1:45 Grokking as the transition from lazy to rich training dynamics
Tanishq Kumar · Blake Bordelon · Samuel Gershman · Cengiz Pehlevan
Poster
Fri 1:45 Feature Collapse
Thomas Laurent · James von Brecht · Xavier Bresson
Poster
Thu 7:30 Learning Optimal Contracts: How to Exploit Small Action Spaces
Francesco Bacchiocchi · Matteo Castiglioni · Alberto Marchesi · Nicola Gatti
Workshop
Measuring Sharpness in Grokking
Jack Miller · Patrick Gleeson · Noam Levi · Charles O'Neill · Thang Bui