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Khamaru, Koulik
21  results:
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1

Instance-optimality in optimal value estimation: Adaptivity..:

Xia, Eric ; Khamaru, Koulik ; Wainwright, Martin J..
IEEE Transactions on Information Theory.  , 2024
Link: https://doi.org/10.1109/..
 
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2

Is Temporal Difference Learning Optimal? An Instance-Depend..:

Khamaru, Koulik ; Pananjady, Ashwin ; Ruan, Feng..
SIAM Journal on Mathematics of Data Science.  3 (2021)  4 - p. 1013-1040 , 2021
Link: https://doi.org/10.1137/..
 
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3

SINGULARITY, MISSPECIFICATION AND THE CONVERGENCE RATE OF E:

Dwivedi, Raaz ; Ho, Nhat ; Khamaru, Koulik...
The Annals of Statistics.  48 (2020)  6 - p. 3161-3182 , 2020
Link: https://www.jstor.org/st..
 
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4

Computation of the maximum likelihood estimator in low-rank..:

Khamaru, Koulik ; Mazumder, Rahul
Mathematical Programming.  176 (2019)  1-2 - p. 279-310 , 2019
Link: https://doi.org/10.1007/..
 
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5

Adaptive Linear Estimating Equations:

Ying, Mufang ; Khamaru, Koulik ; Zhang, Cun-Hui
http://arxiv.org/abs/2307.07320.  , 2023
Link: http://arxiv.org/abs/230..
 
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6

Semi-parametric inference based on adaptively collected dat:

Lin, Licong ; Khamaru, Koulik ; Wainwright, Martin J
http://arxiv.org/abs/2303.02534.  , 2023
Link: http://arxiv.org/abs/230..
 
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7

Statistical Limits of Adaptive Linear Models: Low-Dimension..:

Lin, Licong ; Ying, Mufang ; Ghosh, Suvrojit..
http://arxiv.org/abs/2310.00532.  , 2023
Link: http://arxiv.org/abs/231..
 
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8

Guarantees for a few structured statistical problems:

Khamaru, Koulik
qt3m27094x.  , 2022
Link: https://escholarship.org..
 
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9

Optimal variance-reduced stochastic approximation in Banach..:

Mou, Wenlong ; Khamaru, Koulik ; Wainwright, Martin J..
http://arxiv.org/abs/2201.08518.  , 2022
Link: http://arxiv.org/abs/220..
 
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10

Instance-Dependent Confidence and Early Stopping for Reinfo..:

Khamaru, Koulik ; Xia, Eric ; Wainwright, Martin J.
http://arxiv.org/abs/2201.08536.  , 2022
Link: http://arxiv.org/abs/220..
 
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11

Instance-optimality in optimal value estimation: Adaptivity..:

Khamaru, Koulik ; Xia, Eric ; Wainwright, Martin J.
http://arxiv.org/abs/2106.14352.  , 2021
Link: http://arxiv.org/abs/210..
 
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12

Near-optimal inference in adaptive linear regression:

Khamaru, Koulik ; Deshpande, Yash ; Lattimore, Tor..
http://arxiv.org/abs/2107.02266.  , 2021
Link: http://arxiv.org/abs/210..
 
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13

Is Temporal Difference Learning Optimal? An Instance-Depend..:

Khamaru, Koulik ; Pananjady, Ashwin ; Ruan, Feng..
http://arxiv.org/abs/2003.07337.  , 2020
Link: http://arxiv.org/abs/200..
 
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14

Instability, Computational Efficiency and Statistical Accur..:

Ho, Nhat ; Khamaru, Koulik ; Dwivedi, Raaz...
http://arxiv.org/abs/2005.11411.  , 2020
Link: http://arxiv.org/abs/200..
 
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15

Computation of the maximum likelihood estimator in low-rank..:

Khamaru, Koulik ; Mazumder, Rahul
https://doi.org/10.1007/s10107-019-01370-7.  , 2020
Link: https://hdl.handle.net/1..
 
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