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Samarth Gupta

Uncertainty Informed Optimal Resource Allocation with Gaussian Process based Bayesian Inference

Jun 30, 2023
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Bayesian regularization of empirical MDPs

Aug 03, 2022
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Quasi-Newton policy gradient algorithms

Oct 12, 2021
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Best-Arm Identification in Correlated Multi-Armed Bandits

Sep 10, 2021
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Bandit-based Communication-Efficient Client Selection Strategies for Federated Learning

Dec 14, 2020
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Integer Programming-based Error-Correcting Output Code Design for Robust Classification

Oct 30, 2020
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Multi-Armed Bandits with Correlated Arms

Dec 03, 2019
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Exploiting Correlation in Finite-Armed Structured Bandits

Oct 18, 2018
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Correlated Multi-armed Bandits with a Latent Random Source

Aug 17, 2018
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Active Distribution Learning from Indirect Samples

Aug 16, 2018
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