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Dive into the research topics where Koulik Khamaru is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Projects
- 1 Active
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Trustworthy Reinforcement Learning: Inference, Reproducibility, and Adaptivity
8/1/23 → 7/31/26
Project: Research project
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Singularity, misspecification and the convergence rate of em
DWIVEDI, R., HO, N., KHAMARU, K., WAINWRIGHT, M. J., JORDAN, M. I. & YU, B., 2021, In: Annals of Statistics. 48, 6, p. 3161-3182 22 p.Research output: Contribution to journal › Article › peer-review
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Derivative-free methods for policy optimization: Guarantees for linear quadratic systems
Malik, D., Pananjady, A., Bhatia, K., Khamaru, K., Bartlett, P. L. & Wainwright, M. J., 2020.Research output: Contribution to conference › Paper › peer-review
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Derivative-free methods for policy optimization: Guarantees for linear quadratic systems
Malik, D., Pananjady, A., Bhatia, K., Khamaru, K., Bartlett, P. L. & Wainwright, M. J., Feb 1 2020, In: Journal of Machine Learning Research. 21Research output: Contribution to journal › Article › peer-review
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Sharp Analysis of Expectation-Maximization for Weakly Identifiable Models
Dwivedi, R., Khamaru, K., Ho, N., Wainwright, M. J., Jordan, M. I. & Yu, B., 2020, In: Proceedings of Machine Learning Research. 108, p. 1866-1876 11 p.Research output: Contribution to journal › Conference article › peer-review
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Computation of the maximum likelihood estimator in low-rank factor analysis
Khamaru, K. & Mazumder, R., Jul 1 2019, In: Mathematical Programming. 176, 1-2, p. 279-310 32 p.Research output: Contribution to journal › Article › peer-review