Doubly Robust Policy Evaluation and Learning

Doubly Robust Policy Evaluation and Learning

23 March 2011

Miroslav Dudík

Papers citing "Doubly Robust Policy Evaluation and Learning"

13 / 13 papers shown

Title
DOLCE: Decomposing Off-Policy Evaluation/Learning into Lagged and Current Effects Shu Tamano Masanori Nojima OffRL 116 0 0 02 May 2025
Prompt Optimization with Logged Bandit Data Haruka Kiyohara Daniel Yiming Cao Yuta Saito Thorsten Joachims 130 0 0 03 Apr 2025
Automatic debiasing of neural networks via moment-constrained learning Christian L. Hines Oliver J. Hines CML OOD 54 0 0 29 Sep 2024
A Causal Framework for Evaluating Deferring Systems Filippo Palomba Andrea Pugnana Jose M. Alvarez Salvatore Ruggieri CML 69 4 0 29 May 2024
Bayesian Off-Policy Evaluation and Learning for Large Action Spaces Imad Aouali Victor-Emmanuel Brunel David Rohde Anna Korba OffRL 78 5 0 22 Feb 2024
Evaluation of Active Feature Acquisition Methods for Time-varying Feature Settings Henrik von Kleist Alireza Zamanian I. Shpitser Narges Ahmidi OffRL 124 2 0 03 Dec 2023
Safe Policy Learning through Extrapolation: Application to Pre-trial Risk Assessment Eli Ben-Michael D. J. Greiner Kosuke Imai Zhichao Jiang OffRL 106 22 0 22 Sep 2021
Off-policy Bandits with Deficient Support Noveen Sachdeva Yi-Hsun Su Thorsten Joachims OffRL 98 75 0 16 Jun 2020
Large-scale Causal Approaches to Debiasing Post-click Conversion Rate Estimation with Multi-task Learning Wenhao Zhang Wentian Bao Xiao-Yang Liu Keping Yang Quan Lin Hong Wen Ramin Ramezani CML 49 104 0 16 Oct 2019
Balanced Policy Evaluation and Learning Nathan Kallus CML OffRL 188 141 0 21 May 2017
Policy Learning with Observational Data Susan Athey Stefan Wager CML OffRL 170 182 0 09 Feb 2017
Learning from Logged Implicit Exploration Data Alexander L. Strehl John Langford Sham Kakade Lihong Li OffRL 90 254 0 27 Feb 2010
The Offset Tree for Learning with Partial Labels A. Beygelzimer John Langford 82 184 0 21 Dec 2008