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Poster
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Mon 2:30
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Disentanglement with Biological Constraints: A Theory of Functional Cell Types
James Whittington · Will Dorrell · Surya Ganguli · Timothy Behrens
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Oral
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Mon 1:20
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Disentanglement with Biological Constraints: A Theory of Functional Cell Types
James Whittington · Will Dorrell · Surya Ganguli · Timothy Behrens
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Workshop
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Relational Macrostate Theory Guides Artificial Intelligence to Learn Macro and Design Micro
Yanbo Zhang · Sara Walker
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Poster
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Mon 2:30
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Contextual bandits with concave rewards, and an application to fair ranking
Virginie Do · Elvis Dohmatob · Matteo Pirotta · Alessandro Lazaric · Nicolas Usunier
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Poster
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Asymptotic Instance-Optimal Algorithms for Interactive Decision Making
Kefan Dong · Tengyu Ma
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Poster
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Humanly Certifying Superhuman Classifiers
Qiongkai Xu · Christian Walder · Chenchen Xu
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Poster
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Graph Domain Adaptation via Theory-Grounded Spectral Regularization
Yuning You · Tianlong Chen · Zhangyang Wang · Yang Shen
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Poster
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Replicable Bandits
Hossein Esfandiari · Alkis Kalavasis · Amin Karbasi · Andreas Krause · Vahab Mirrokni · Grigoris Velegkas
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Poster
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Wed 7:30
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Plateau in Monotonic Linear Interpolation --- A "Biased" View of Loss Landscape for Deep Networks
Xiang Wang · Annie Wang · Mo Zhou · Rong Ge
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Workshop
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Thu 5:30
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Neural Networks Learn Representation Theory: Reverse Engineering how Networks Perform Group Operations
Bilal Chughtai
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Poster
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Offline Reinforcement Learning with Differentiable Function Approximation is Provably Efficient
Ming Yin · Mengdi Wang · Yu-Xiang Wang
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Poster
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Tue 2:30
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Adaptive Optimization in the ∞-Width Limit
Etai Littwin · Greg Yang
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