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Disambiguation of "Khamaru, Koulik"

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Is Temporal Difference Learning Optimal? An Instance-Dependent Analysis.

, , , , and . CoRR, (2020)

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Instance-optimality in optimal value estimation: Adaptivity via variance-reduced Q-learning., , , and . CoRR, (2021)Adaptive Linear Estimating Equations., , and . CoRR, (2023)Semi-parametric inference based on adaptively collected data., , and . CoRR, (2023)Optimal variance-reduced stochastic approximation in Banach spaces., , , , and . CoRR, (2022)Instance-Dependent Confidence and Early Stopping for Reinforcement Learning., , , and . CoRR, (2022)A Peak Synchronization Measure for Multiple Signals., , and . IEEE Trans. Signal Process., 62 (17): 4390-4398 (2014)Convergence guarantees for a class of non-convex and non-smooth optimization problems., and . ICML, volume 80 of Proceedings of Machine Learning Research, page 2606-2615. PMLR, (2018)Theoretical guarantees for EM under misspecified Gaussian mixture models., , , , and . NeurIPS, page 9704-9712. (2018)Is Temporal Difference Learning Optimal? An Instance-Dependent Analysis., , , , and . CoRR, (2020)Sharp Analysis of Expectation-Maximization for Weakly Identifiable Models., , , , , and . AISTATS, volume 108 of Proceedings of Machine Learning Research, page 1866-1876. PMLR, (2020)