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Koulik Khamaru

Inference with the Upper Confidence Bound Algorithm

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Aug 08, 2024
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Informativeness of Weighted Conformal Prediction

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May 10, 2024
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Stochastic Optimization with Constraints: A Non-asymptotic Instance-Dependent Analysis

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Mar 24, 2024
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Statistical Limits of Adaptive Linear Models: Low-Dimensional Estimation and Inference

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Oct 01, 2023
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Adaptive Linear Estimating Equations

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Jul 14, 2023
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Semi-parametric inference based on adaptively collected data

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Mar 05, 2023
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Instance-Dependent Confidence and Early Stopping for Reinforcement Learning

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Jan 21, 2022
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Optimal variance-reduced stochastic approximation in Banach spaces

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Jan 21, 2022
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Near-optimal inference in adaptive linear regression

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Jul 14, 2021
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Instance-optimality in optimal value estimation: Adaptivity via variance-reduced Q-learning

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Jun 28, 2021
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