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Poster
Fri 11:00 The Implicit Bias of Adam on Separable Data
Chenyang Zhang · Difan Zou · Yuan Cao
Oral Session
Wed 10:00 Oral Session 1D: Learning Theory
Poster
Thu 11:00 Periodic agent-state based Q-learning for POMDPs
Amit Sinha · Matthieu Geist · Aditya Mahajan
Workshop
Sat 16:15 Contributed Talk: Representative Social Choice: From Learning Theory to AI Alignment
Poster
Thu 11:00 Generalization Bounds via Conditional f-Information
Ziqiao Wang · Yongyi Mao
Poster
Fri 16:30 Relating Hopfield Networks to Episodic Control
Hugo Chateau-Laurent · Frederic Alexandre
Session
Wed 10:00 Overflow for Oral Session 1D: Learning Theory
Poster
Fri 11:00 On the Efficiency of ERM in Feature Learning
Ayoub El Hanchi · Chris Maddison · Murat Erdogdu
Poster
Wed 16:30 On the Computational Landscape of Replicable Learning
Alkis Kalavasis · Amin Karbasi · Grigoris Velegkas · Felix Zhou
Oral Session
Wed 10:00 Oral Session 1C: Optimization and Learning Theory
Poster
Wed 16:30 Provable Benefit of Cutout and CutMix for Feature Learning
Junsoo Oh · Chulhee Yun
Poster
Thu 11:00 Learning-Augmented Priority Queues
Ziyad Benomar · Christian Coester