Balanced Policy Evaluation and Learning

21 May 2017

Papers citing "Balanced Policy Evaluation and Learning"

17 / 17 papers shown

Title
Individualized Policy Evaluation and Learning under Clustered Network Interference Yi Zhang Kosuke Imai OffRL 143 1 0 04 Nov 2023
Confounding-Robust Policy Improvement with Human-AI Teams Ruijiang Gao Mingzhang Yin 231 3 0 13 Oct 2023
Safe Policy Learning through Extrapolation: Application to Pre-trial Risk Assessment Eli Ben-Michael D. J. Greiner Kosuke Imai Zhichao Jiang OffRL 124 22 0 22 Sep 2021
Confounding-Robust Policy Improvement Nathan Kallus Angela Zhou CML OffRL 168 152 0 22 May 2018
Policy Evaluation and Optimization with Continuous Treatments Nathan Kallus Angela Zhou OffRL 86 132 0 16 Feb 2018
Policy Learning with Observational Data Susan Athey Stefan Wager CML OffRL 241 183 0 09 Feb 2017
Generalized Optimal Matching Methods for Causal Inference Nathan Kallus 106 108 0 26 Dec 2016
Recursive Partitioning for Personalization using Observational Data Nathan Kallus CML 81 99 0 31 Aug 2016
Optimal A Priori Balance in the Design of Controlled Experiments Nathan Kallus 63 95 0 02 Dec 2013
Counterfactual Reasoning and Learning Systems Léon Bottou J. Peters J. Q. Candela Denis Xavier Charles D. M. Chickering Elon Portugaly Dipankar Ray Patrice Y. Simard Edward Snelson CML OffRL 212 781 0 11 Sep 2012
Performance guarantees for individualized treatment rules Min Qian Susan Murphy 131 556 0 17 May 2011
Doubly Robust Policy Evaluation and Learning Miroslav Dudík John Langford Lihong Li OffRL 181 694 0 23 Mar 2011
Unbiased Offline Evaluation of Contextual-bandit-based News Article Recommendation Algorithms Lihong Li Wei Chu John Langford Xuanhui Wang OffRL 164 574 0 31 Mar 2010
Universality, Characteristic Kernels and RKHS Embedding of Measures Bharath K. Sriperumbudur Kenji Fukumizu Gert R. G. Lanckriet 169 526 0 03 Mar 2010
Learning from Logged Implicit Exploration Data Alexander L. Strehl John Langford Sham Kakade Lihong Li OffRL 121 254 0 27 Feb 2010
The Offset Tree for Learning with Partial Labels A. Beygelzimer John Langford 139 184 0 21 Dec 2008
A Kernel Method for the Two-Sample Problem Arthur Gretton Karsten Borgwardt Malte J. Rasch Bernhard Schölkopf Alex Smola 184 2,352 0 15 May 2008