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 136 1 0 04 Nov 2023
Confounding-Robust Policy Improvement with Human-AI Teams Ruijiang Gao Mingzhang Yin 220 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 119 22 0 22 Sep 2021
Confounding-Robust Policy Improvement Nathan Kallus Angela Zhou CML OffRL 156 152 0 22 May 2018
Policy Evaluation and Optimization with Continuous Treatments Nathan Kallus Angela Zhou OffRL 81 132 0 16 Feb 2018
Policy Learning with Observational Data Susan Athey Stefan Wager CML OffRL 233 183 0 09 Feb 2017
Generalized Optimal Matching Methods for Causal Inference Nathan Kallus 101 108 0 26 Dec 2016
Recursive Partitioning for Personalization using Observational Data Nathan Kallus CML 67 99 0 31 Aug 2016
Optimal A Priori Balance in the Design of Controlled Experiments Nathan Kallus 58 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 199 781 0 11 Sep 2012
Performance guarantees for individualized treatment rules Min Qian Susan Murphy 123 556 0 17 May 2011
Doubly Robust Policy Evaluation and Learning Miroslav Dudík John Langford Lihong Li OffRL 173 694 0 23 Mar 2011
Unbiased Offline Evaluation of Contextual-bandit-based News Article Recommendation Algorithms Lihong Li Wei Chu John Langford Xuanhui Wang OffRL 159 574 0 31 Mar 2010
Universality, Characteristic Kernels and RKHS Embedding of Measures Bharath K. Sriperumbudur Kenji Fukumizu Gert R. G. Lanckriet 164 526 0 03 Mar 2010
Learning from Logged Implicit Exploration Data Alexander L. Strehl John Langford Sham Kakade Lihong Li OffRL 116 254 0 27 Feb 2010
The Offset Tree for Learning with Partial Labels A. Beygelzimer John Langford 128 184 0 21 Dec 2008
A Kernel Method for the Two-Sample Problem Arthur Gretton Karsten Borgwardt Malte J. Rasch Bernhard Schölkopf Alex Smola 179 2,352 0 15 May 2008