Prediction-powered Generalization of Causal Inferences

Prediction-powered Generalization of Causal Inferences

5 June 2024

Anthony Philippakis

David Sontag

Papers citing "Prediction-powered Generalization of Causal Inferences"

8 / 8 papers shown

Title
Constructing Confidence Intervals for Average Treatment Effects from Multiple Datasets Yuxin Wang Maresa Schröder Dennis Frauen J. Schweisthal Konstantin Hess Stefan Feuerriegel CML 67 0 0 16 Dec 2024
Meta-Analysis with Untrusted Data Shiva Kaul Geoffrey J. Gordon CML 19 1 0 12 Jul 2024
Benchmarking Observational Studies with Experimental Data under Right-Censoring Ilker Demirel E. Brouwer Zeshan Hussain Michael Oberst Anthony Philippakis David Sontag 33 4 0 23 Feb 2024
Falsification before Extrapolation in Causal Effect Estimation Zeshan Hussain Michael Oberst M. Shih David Sontag CML 32 8 0 27 Sep 2022
Detecting hidden confounding in observational data using multiple environments R. Karlsson Jesse H. Krijthe CML OOD 18 10 0 27 May 2022
Combining Observational and Randomized Data for Estimating Heterogeneous Treatment Effects Tobias Hatt Jeroen Berrevoets Alicia Curth Stefan Feuerriegel M. Schaar CML 34 29 0 25 Feb 2022
Conditional Cross-Design Synthesis Estimators for Generalizability in Medicaid Irina Degtiar T. Layton Jacob Wallace Sherri Rose CML 22 5 0 27 Sep 2021
Learning Representations for Counterfactual Inference Fredrik D. Johansson Uri Shalit David Sontag CML OOD BDL 207 713 0 12 May 2016