Off-Policy Evaluation in Embedded Spaces

Off-Policy Evaluation in Embedded Spaces

5 March 2022

Jaron J. R. Lee

Georgios Theocharous

Papers citing "Off-Policy Evaluation in Embedded Spaces"

10 / 10 papers shown

Title
Featurized Density Ratio Estimation Kristy Choi Madeline Liao Stefano Ermon TPM 51 23 0 05 Jul 2021
Counterfactual Evaluation of Slate Recommendations with Sequential Reward Interactions James McInerney B. Brost Praveen Chandar Rishabh Mehrotra Ben Carterette BDL CML OffRL 143 56 0 25 Jul 2020
Normalizing Flows for Probabilistic Modeling and Inference George Papamakarios Eric T. Nalisnick Danilo Jimenez Rezende S. Mohamed Balaji Lakshminarayanan TPM AI4CE 202 1,691 0 05 Dec 2019
Glow: Generative Flow with Invertible 1x1 Convolutions Diederik P. Kingma Prafulla Dhariwal BDL DRL 292 3,129 0 09 Jul 2018
Offline Evaluation of Ranking Policies with Click Models Shuai Li Yasin Abbasi-Yadkori Branislav Kveton S. Muthukrishnan Vishwa Vinay Zheng Wen CML OffRL 54 67 0 27 Apr 2018
Faster Eigenvector Computation via Shift-and-Invert Preconditioning Dan Garber Laurent Dinh Chi Jin Jascha Narain Sohl-Dickstein Samy Bengio Praneeth Netrapalli Aaron Sidford 263 3,696 0 26 May 2016
Data-Efficient Off-Policy Policy Evaluation for Reinforcement Learning Philip S. Thomas Emma Brunskill OffRL 424 576 0 04 Apr 2016
Doubly Robust Policy Evaluation and Optimization Miroslav Dudík D. Erhan John Langford Lihong Li OffRL 180 286 0 10 Mar 2015
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 394 33,521 0 16 Oct 2013
Unbiased Offline Evaluation of Contextual-bandit-based News Article Recommendation Algorithms Lihong Li Wei Chu John Langford Xuanhui Wang OffRL 214 575 0 31 Mar 2010