Conformal Off-policy Prediction

14 June 2022

Papers citing "Conformal Off-policy Prediction"

8 / 8 papers shown

Title
Doubly Robust Fusion of Many Treatments for Policy Learning Ke Zhu Jianing Chu I. Lipkovich Wenyu Ye Shu Yang 24 0 0 12 May 2025
Conformal Prediction for Causal Effects of Continuous Treatments Maresa Schröder Dennis Frauen J. Schweisthal Konstantin Heß Valentyn Melnychuk Stefan Feuerriegel 27 7 0 03 Jul 2024
Efficient Online Set-valued Classification with Bandit Feedback Zhou Wang Xingye Qiao OffRL 35 0 0 07 May 2024
Conformal Off-Policy Prediction for Multi-Agent Systems Tom Kuipers Renukanandan Tumu Shuo Yang M. Kazemi Rahul Mangharam Nicola Paoletti OffRL 38 1 0 25 Mar 2024
When is Off-Policy Evaluation Useful? A Data-Centric Perspective Hao Sun Alex J. Chan Nabeel Seedat Alihan Huyuk M. Schaar ELM OffRL 8 0 0 23 Nov 2023
Conformal Meta-learners for Predictive Inference of Individual Treatment Effects Ahmed Alaa Zaid Ahmad Mark van der Laan CML 14 15 0 28 Aug 2023
Undersmoothing Causal Estimators with Generative Trees Damian Machlanski Spyridon Samothrakis Paul Clarke CML 18 1 0 16 Mar 2022
Double Reinforcement Learning for Efficient Off-Policy Evaluation in Markov Decision Processes Nathan Kallus Masatoshi Uehara OffRL 31 180 0 22 Aug 2019