Masatoshi Uehara
发表
Masahiro Kato,
Masatoshi Uehara,
Shota Yasui,
2020,
NeurIPS.
Masatoshi Uehara,
Takafumi Kanamori,
Takeru Matsuda,
2020,
AISTATS.
Masatoshi Uehara,
Yuta Saito,
Nathan Kallus,
2020,
ICML.
Masatoshi Uehara,
Nathan Kallus,
Masatoshi Uehara,
2020,
NeurIPS.
Localized Debiased Machine Learning: Efficient Estimation of Quantile Treatment Effects, Conditional Value at Risk, and Beyond
pdf
Masatoshi Uehara,
Xiaojie Mao,
Nathan Kallus,
2019,
ArXiv.
Masatoshi Uehara,
Nathan Kallus,
Masatoshi Uehara,
2020,
ICML.
Masatoshi Uehara,
Nathan Kallus,
Masatoshi Uehara,
2019,
J. Mach. Learn. Res..
Efficiently Breaking the Curse of Horizon: Double Reinforcement Learning in Infinite-Horizon Processes
pdf
Masatoshi Uehara,
Nathan Kallus,
Masatoshi Uehara,
2019,
ArXiv.
Masatoshi Uehara,
Nathan Kallus,
2019,
NeurIPS.
Masatoshi Uehara,
Xiaojie Mao,
Nathan Kallus,
2019,
1912.12945.
Masatoshi Uehara,
Fumiyasu Komaki,
Takeru Matsuda,
2018,
ArXiv.
Masatoshi Uehara,
Aapo Hyvärinen,
Takeru Matsuda,
2019,
J. Mach. Learn. Res..
Masatoshi Uehara,
Nathan Kallus,
2019
.
Masatoshi Uehara,
Nan Jiang,
Masatoshi Uehara,
2019,
ICML.
Masatoshi Uehara,
Takeru Matsuda,
Jae Kwang Kim,
2019,
AISTATS.
Masatoshi Uehara,
Nathan Kallus,
2020,
ArXiv.
Masatoshi Uehara,
Nathan Kallus,
Masatoshi Uehara,
2020,
ICML.
Masatoshi Uehara,
Takafumi Kanamori,
Takeru Matsuda,
2019
.
Masatoshi Uehara,
Takafumi Kanamori,
Takeru Matsuda,
2019,
ArXiv.
Masatoshi Uehara,
Rahul Kidambi,
Wen Sun,
2021,
ArXiv.
Masatoshi Uehara,
Wen Sun,
2021
.
Optimal Fixed-Budget Best Arm Identification using the Augmented Inverse Probability Estimator in Two-Armed Gaussian Bandits with Unknown Variances
pdf
Masatoshi Uehara,
Masahiro Nomura,
Masahiro Kato,
2022,
ArXiv.
A Minimax Learning Approach to Off-Policy Evaluation in Partially Observable Markov Decision Processes
pdf
Masatoshi Uehara,
Chengchun Shi,
Nan Jiang,
2021,
ArXiv.
Causal Inference Under Unmeasured Confounding With Negative Controls: A Minimax Learning Approach
pdf
Masatoshi Uehara,
Xiaojie Mao,
Nathan Kallus,
2021,
ArXiv.
Masatoshi Uehara,
Nathan Kallus,
Yichun Hu,
2021,
COLT.
Masatoshi Uehara,
Wen Sun,
Masatoshi Uehara,
2021,
ArXiv.
Finite Sample Analysis of Minimax Offline Reinforcement Learning: Completeness, Fast Rates and First-Order Efficiency
pdf
Masatoshi Uehara,
Nan Jiang,
Tengyang Xie,
2021,
ArXiv.
Masatoshi Uehara,
Nathan Kallus,
2019
.