Learning Optimal Distributionally Robust Individualized Treatment Rules

26 June 2020

Papers citing "Learning Optimal Distributionally Robust Individualized Treatment Rules"

8 / 8 papers shown

Title
Doubly Robust Fusion of Many Treatments for Policy Learning Ke Zhu Jianing Chu I. Lipkovich Wenyu Ye Shu Yang 34 0 0 12 May 2025
Practical Performative Policy Learning with Strategic Agents Qianyi Chen Ying Chen Bo Li 101 0 0 02 Dec 2024
Targeted Optimal Treatment Regime Learning Using Summary Statistics Jianing Chu Wenbin Lu Shu Yang CML 24 20 0 17 Jan 2022
Optimal Decision Rules Under Partial Identification Kohei Yata 16 19 0 09 Nov 2021
Safe Policy Learning through Extrapolation: Application to Pre-trial Risk Assessment Eli Ben-Michael D. J. Greiner Kosuke Imai Zhichao Jiang OffRL 28 22 0 22 Sep 2021
Median Optimal Treatment Regimes Liu Leqi Edward H. Kennedy 32 8 0 02 Mar 2021
Rejoinder: New Objectives for Policy Learning Nathan Kallus 44 1 0 05 Dec 2020
Dynamic Causal Effects Evaluation in A/B Testing with a Reinforcement Learning Framework C. Shi Xiaoyu Wang S. Luo Hongtu Zhu Jieping Ye R. Song CML OffRL 27 33 0 05 Feb 2020