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Jayakrishnan Nair

IIT Bombay

Representative Arm Identification: A fixed confidence approach to identify cluster representatives

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Aug 26, 2024
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Capacity Provisioning Motivated Online Non-Convex Optimization Problem with Memory and Switching Cost

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Mar 26, 2024
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Best Arm Identification in Bandits with Limited Precision Sampling

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May 10, 2023
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Constrained Pure Exploration Multi-Armed Bandits with a Fixed Budget

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Nov 27, 2022
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Unsupervised Crowdsourcing with Accuracy and Cost Guarantees

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Jul 05, 2022
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Sequential Community Mode Estimation

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Nov 16, 2021
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Optimal Cycling of a Heterogenous Battery Bank via Reinforcement Learning

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Sep 15, 2021
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Statistically Robust, Risk-Averse Best Arm Identification in Multi-Armed Bandits

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Aug 28, 2020
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Bandit algorithms: Letting go of logarithmic regret for statistical robustness

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Jun 22, 2020
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Constrained regret minimization for multi-criterion multi-armed bandits

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Jun 17, 2020
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