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Poster
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Wed 9:00
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Learning Infinite-Horizon Average-Reward Restless Multi-Action Bandits via Index Awareness
GUOJUN XIONG · Shufan Wang · Jian Li
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Panel
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Tue 18:45
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Panel 2A-4: Uncoupled Learning Dynamics… & Finite-Time Last-Iterate Convergence…
Yang Cai · Ioannis Anagnostides
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Poster
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Finite-Time Analysis of Adaptive Temporal Difference Learning with Deep Neural Networks
Tao Sun · Dongsheng Li · Bao Wang
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Poster
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Wed 9:00
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Stochastic Online Learning with Feedback Graphs: Finite-Time and Asymptotic Optimality
Teodor Vanislavov Marinov · Mehryar Mohri · Julian Zimmert
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Poster
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Tue 9:00
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Finite-Time Last-Iterate Convergence for Learning in Multi-Player Games
Yang Cai · Argyris Oikonomou · Weiqiang Zheng
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Poster
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Thu 14:00
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Maximum-Likelihood Inverse Reinforcement Learning with Finite-Time Guarantees
Siliang Zeng · Chenliang Li · Alfredo Garcia · Mingyi Hong
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Poster
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Wed 9:00
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Gradient-Free Methods for Deterministic and Stochastic Nonsmooth Nonconvex Optimization
Tianyi Lin · Zeyu Zheng · Michael Jordan
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Poster
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Wed 9:00
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Finite-Time Regret of Thompson Sampling Algorithms for Exponential Family Multi-Armed Bandits
Tianyuan Jin · Pan Xu · Xiaokui Xiao · Anima Anandkumar
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Poster
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Tue 14:00
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Finite Sample Analysis Of Dynamic Regression Parameter Learning
Mark Kozdoba · Edward Moroshko · Shie Mannor · Yacov Crammer
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Poster
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Wed 9:00
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PhysGNN: A Physics--Driven Graph Neural Network Based Model for Predicting Soft Tissue Deformation in Image--Guided Neurosurgery
Yasmin Salehi · Dennis Giannacopoulos
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Workshop
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An Empirical Analysis of the Advantages of Finite vs.~Infinite Width Bayesian Neural Networks
Jiayu Yao · Yaniv Yacoby · Beau Coker · Weiwei Pan · Finale Doshi-Velez
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Workshop
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An Empirical Analysis of the Advantages of Finite v.s. Infinite Width Bayesian Neural Networks
Jiayu Yao · Yaniv Yacoby · Beau Coker · Weiwei Pan · Finale Doshi-Velez
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