More Efficient Policy Learning via Optimal Retargeting

20 June 2019

Papers citing "More Efficient Policy Learning via Optimal Retargeting"

15 / 15 papers shown

Title
Orthogonal Survival Learners for Estimating Heterogeneous Treatment Effects from Time-to-Event Data Dennis Frauen Maresa Schröder Konstantin Hess Stefan Feuerriegel CML 36 0 0 19 May 2025
Practical Performative Policy Learning with Strategic Agents Qianyi Chen Ying Chen Bo Li 118 0 0 02 Dec 2024
Contextual Linear Optimization with Bandit Feedback Yichun Hu Nathan Kallus Xiaojie Mao Yanchen Wu 42 0 0 26 May 2024
Confounding-Robust Policy Improvement with Human-AI Teams Ruijiang Gao Mingzhang Yin 37 3 0 13 Oct 2023
Fair Off-Policy Learning from Observational Data Dennis Frauen Valentyn Melnychuk Stefan Feuerriegel FaML OffRL 30 6 0 15 Mar 2023
Balanced Off-Policy Evaluation for Personalized Pricing Adam N. Elmachtoub Vishal Gupta Yunfan Zhao OffRL 42 6 0 24 Feb 2023
Learning Complementary Policies for Human-AI Teams Ruijiang Gao M. Saar-Tsechansky Maria De-Arteaga Ligong Han Wei-Ju Sun Min Kyung Lee Matthew Lease 46 8 0 06 Feb 2023
Counterfactual Learning with Multioutput Deep Kernels A. Caron G. Baio I. Manolopoulou BDL CML OffRL 27 1 0 20 Nov 2022
Boosted Off-Policy Learning Ben London Levi Lu Ted Sandler Thorsten Joachims OffRL 51 4 0 01 Aug 2022
Transferred Q-learning Elynn Y. Chen Michael I. Jordan Sai Li OffRL OnRL 36 4 0 09 Feb 2022
Loss Functions for Discrete Contextual Pricing with Observational Data Max Biggs Ruijiang Gao Wei-Ju Sun 36 10 0 18 Nov 2021
Parameterising the effect of a continuous exposure using average derivative effects Oliver Hines Karla Diaz-Ordaz S. Vansteelandt 19 10 0 27 Sep 2021
Constrained Classification and Policy Learning T. Kitagawa Shosei Sakaguchi A. Tetenov OffRL 39 12 0 24 Jun 2021
Robust Sample Weighting to Facilitate Individualized Treatment Rule Learning for a Target Population Rui Chen J. Huling Guanhua Chen Menggang Yu CML 14 1 0 03 May 2021
Rejoinder: New Objectives for Policy Learning Nathan Kallus 52 1 0 05 Dec 2020