Efficient Adaptive Experimentation with Non-Compliance

23 May 2025

Papers citing "Efficient Adaptive Experimentation with Non-Compliance"

19 / 19 papers shown

Title
Logarithmic Neyman Regret for Adaptive Estimation of the Average Treatment Effect Ojash Neopane Aaditya Ramdas Aarti Singh CML 84 1 0 21 Nov 2024
Anytime-Valid Inference for Double/Debiased Machine Learning of Causal Parameters Abhinandan Dalal Patrick Blobaum S. Kasiviswanathan Aaditya Ramdas AI4CE 35 2 0 18 Aug 2024
Adaptive Experimentation When You Can't Experiment Yao Zhao Kwang-Sung Jun Tanner Fiez Lalit P. Jain 33 1 0 15 Jun 2024
Targeted Sequential Indirect Experiment Design Elisabeth Ailer Niclas Dern Jason S. Hartford Niki Kilbertus 61 2 0 30 May 2024
Adaptive Instrument Design for Indirect Experiments Yash Chandak Shiv Shankar Vasilis Syrgkanis Emma Brunskill 55 5 0 05 Dec 2023
Semiparametric Efficient Inference in Adaptive Experiments Thomas Cook Alan Mishler Aaditya Ramdas 22 10 0 30 Nov 2023
Stochastic Online Instrumental Variable Regression: Regrets for Endogeneity and Bandit Feedback R. D. Vecchia D. Basu 37 5 0 18 Feb 2023
Anytime-valid off-policy inference for contextual bandits Ian Waudby-Smith Lili Wu Aaditya Ramdas Nikos Karampatziakis Paul Mineiro OffRL 84 29 0 19 Oct 2022
Game-theoretic statistics and safe anytime-valid inference Aaditya Ramdas Peter Grünwald V. Vovk Glenn Shafer 73 127 0 04 Oct 2022
Estimating individual treatment effects under unobserved confounding using binary instruments Dennis Frauen Stefan Feuerriegel CML 51 20 0 17 Aug 2022
Efficient Online Estimation of Causal Effects by Deciding What to Observe Shantanu Gupta Zachary Chase Lipton David Benjamin Childers CML 55 19 0 20 Aug 2021
Statistical Inference with M-Estimators on Adaptively Collected Data Kelly W. Zhang Lucas Janson Susan Murphy OffRL 32 43 0 29 Apr 2021
Time-uniform central limit theory and asymptotic confidence sequences Ian Waudby-Smith David Arbour Ritwik Sinha Edward H. Kennedy Aaditya Ramdas CML 74 25 0 11 Mar 2021
Towards optimal doubly robust estimation of heterogeneous causal effects Edward H. Kennedy CML 108 318 0 29 Apr 2020
Kernel Instrumental Variable Regression Rahul Singh M. Sahani Arthur Gretton 74 172 0 01 Jun 2019
Deep Generalized Method of Moments for Instrumental Variable Analysis Andrew Bennett Nathan Kallus Tobias Schnabel 48 125 0 29 May 2019
Machine Learning Estimation of Heterogeneous Treatment Effects with Instruments Vasilis Syrgkanis Victor Lei Miruna Oprescu Maggie Hei Keith Battocchi Greg Lewis CML 23 71 0 24 May 2019
Nonparametric regression using deep neural networks with ReLU activation function Johannes Schmidt-Hieber 140 805 0 22 Aug 2017
Estimation and Inference of Heterogeneous Treatment Effects using Random Forests Stefan Wager Susan Athey SyDa CML 150 2,474 0 14 Oct 2015