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Peter Bartlett

Implicit Diffusion: Efficient Optimization through Stochastic Sampling

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Feb 08, 2024
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Contextual Bandits with Stage-wise Constraints

Jan 15, 2024
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Can a Transformer Represent a Kalman Filter?

Dec 14, 2023
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Joint Representation Training in Sequential Tasks with Shared Structure

Jun 24, 2022
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Generalization Bounds for Data-Driven Numerical Linear Algebra

Jun 16, 2022
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A Sharp Characterization of Linear Estimators for Offline Policy Evaluation

Mar 08, 2022
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An Instance-Dependent Analysis for the Cooperative Multi-Player Multi-Armed Bandit

Nov 08, 2021
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Parallelizing Contextual Linear Bandits

May 21, 2021
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Towards a Dimension-Free Understanding of Adaptive Linear Control

Mar 19, 2021
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Near Optimal Policy Optimization via REPS

Mar 17, 2021
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