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X
Wainwright, Martin J.
263  Ergebnisse:
OpenAccess-Volltexte X
Personensuche X
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1

Taming "data-hungry" reinforcement learning? Stability in c..:

Duan, Yaqi ; Wainwright, Martin J
http://arxiv.org/abs/2401.05233.  , 2024
Link: http://arxiv.org/abs/240..
 
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2

Entrywise Inference for Causal Panel Data: A Simple and Ins..:

Yan, Yuling ; Wainwright, Martin J
http://arxiv.org/abs/2401.13665.  , 2024
Link: http://arxiv.org/abs/240..
 
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3

Doubly High-Dimensional Contextual Bandits: An Interpretabl..:

Cai, Junhui ; Chen, Ran ; Wainwright, Martin J.
http://arxiv.org/abs/2309.08634.  , 2023
Link: http://arxiv.org/abs/230..
 
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4

When is the estimated propensity score better? High-dimensi..:

Su, Fangzhou ; Mou, Wenlong ; Ding, Peng.
http://arxiv.org/abs/2303.17102.  , 2023
Link: http://arxiv.org/abs/230..
 
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5

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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6

Challenges of the inconsistency regime: Novel debiasing met..:

Celentano, Michael ; Wainwright, Martin J
http://arxiv.org/abs/2309.01362.  , 2023
Link: http://arxiv.org/abs/230..
 
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7

A decorrelation method for general regression adjustment in..:

Su, Fangzhou ; Mou, Wenlong ; Ding, Peng.
http://arxiv.org/abs/2311.10076.  , 2023
Link: http://arxiv.org/abs/231..
 
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8

Noisy recovery from random linear observations: Sharp minim..:

Pathak, Reese ; Wainwright, Martin J ; Xiao, Lin
http://arxiv.org/abs/2303.12613.  , 2023
Link: http://arxiv.org/abs/230..
 
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9

Kernel-based off-policy estimation without overlap: Instanc..:

Mou, Wenlong ; Ding, Peng ; Wainwright, Martin J.
http://arxiv.org/abs/2301.06240.  , 2023
Link: http://arxiv.org/abs/230..
 
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10

Stabilizing Q-learning with Linear Architectures for Provab..:

Zanette, Andrea ; Wainwright, Martin J
http://arxiv.org/abs/2206.00796.  , 2022
Link: http://arxiv.org/abs/220..
 
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11

Policy evaluation from a single path: Multi-step methods, m..:

Duan, Yaqi ; Wainwright, Martin J
http://arxiv.org/abs/2211.03899.  , 2022
Link: http://arxiv.org/abs/221..
 
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12

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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13

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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14

Optimally tackling covariate shift in RKHS-based nonparamet..:

Ma, Cong ; Pathak, Reese ; Wainwright, Martin J
http://arxiv.org/abs/2205.02986.  , 2022
Link: http://arxiv.org/abs/220..
 
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15

Krylov-Bellman boosting: Super-linear policy evaluation in ..:

Xia, Eric ; Wainwright, Martin J
http://arxiv.org/abs/2210.11377.  , 2022
Link: http://arxiv.org/abs/221..
 
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