Off-Policy Evaluation and Learning for External Validity under a
Covariate Shift

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Off-Policy Evaluation and Learning for External Validity under a Covariate Shift

26 February 2020

Masatoshi Uehara

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Papers citing "Off-Policy Evaluation and Learning for External Validity under a Covariate Shift"

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Title
Doubly Robust Alignment for Large Language Models Erhan Xu Kai Ye Hongyi Zhou Luhan Zhu Francesco Quinzan Chengchun Shi 24 0 0 01 Jun 2025
Counterfactual Learning with Multioutput Deep Kernels A. Caron G. Baio I. Manolopoulou BDL CML OffRL 72 1 0 20 Nov 2022
Bayesian Counterfactual Mean Embeddings and Off-Policy Evaluation Diego Martinez-Taboada Dino Sejdinovic CML OffRL 43 0 0 02 Nov 2022
Unified Perspective on Probability Divergence via Maximum Likelihood Density Ratio Estimation: Bridging KL-Divergence and Integral Probability Metrics Masahiro Kato Masaaki Imaizumi Kentaro Minami 64 0 0 31 Jan 2022
Evaluating the Robustness of Off-Policy Evaluation Yuta Saito Takuma Udagawa Haruka Kiyohara Kazuki Mogi Yusuke Narita Kei Tateno ELM OffRL 33 38 0 31 Aug 2021
Combining Online Learning and Offline Learning for Contextual Bandits with Deficient Support Hung The Tran Sunil R. Gupta Thanh Nguyen-Tang Santu Rana Svetha Venkatesh OffRL 52 5 0 24 Jul 2021
Optimal Uniform OPE and Model-based Offline Reinforcement Learning in Time-Homogeneous, Reward-Free and Task-Agnostic Settings Ming Yin Yu Wang OffRL 97 19 0 13 May 2021
Reliable Off-policy Evaluation for Reinforcement Learning Jie Wang Rui Gao H. Zha OffRL 79 11 0 08 Nov 2020
A Practical Guide of Off-Policy Evaluation for Bandit Problems Masahiro Kato Kenshi Abe Kaito Ariu Shota Yasui OffRL 52 3 0 23 Oct 2020
Open Bandit Dataset and Pipeline: Towards Realistic and Reproducible Off-Policy Evaluation Yuta Saito Shunsuke Aihara Megumi Matsutani Yusuke Narita OffRL 201 75 0 17 Aug 2020
Non-Negative Bregman Divergence Minimization for Deep Direct Density Ratio Estimation Masahiro Kato Takeshi Teshima 84 36 0 12 Jun 2020
Counterfactual Mean Embeddings Krikamol Muandet Motonobu Kanagawa Sorawit Saengkyongam S. Marukatat CML OffRL 101 40 0 22 May 2018