Multi-Source Causal Inference Using Control Variates

Multi-Source Causal Inference Using Control Variates

30 March 2021

Michael I. Jordan

Papers citing "Multi-Source Causal Inference Using Control Variates"

10 / 10 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
Prediction-powered Generalization of Causal Inferences Ilker Demirel Ahmed M. Alaa Anthony Philippakis David Sontag OOD 36 2 0 05 Jun 2024
iMTSP: Solving Min-Max Multiple Traveling Salesman Problem with Imperative Learning Yifan Guo Zhongqiang Ren Chen Wang 14 3 0 01 May 2024
Multiply Robust Federated Estimation of Targeted Average Treatment Effects Larry Han Zhu Shen Jose Zubizarreta FedML 22 14 0 22 Sep 2023
BENK: The Beran Estimator with Neural Kernels for Estimating the Heterogeneous Treatment Effect Stanislav R. Kirpichenko Lev V. Utkin A. Konstantinov CML 19 0 0 19 Nov 2022
Heterogeneous Treatment Effect with Trained Kernels of the Nadaraya-Watson Regression A. Konstantinov Stanislav R. Kirpichenko Lev V. Utkin CML 22 3 0 19 Jul 2022
Causal Inference from Small High-dimensional Datasets Raquel Y. S. Aoki Martin Ester CML 19 4 0 19 May 2022
Deep Causal Reasoning for Recommendations Yaochen Zhu Jing Yi Jiayi Xie Zhenzhong Chen CML BDL 24 10 0 06 Jan 2022
Optimal Ensemble Construction for Multi-Study Prediction with Applications to COVID-19 Excess Mortality Estimation Gabriel Loewinger Rolando Acosta Nunez Rahul Mazumder Giovanni Parmigiani 30 0 0 19 Sep 2021
Predicting Counterfactuals from Large Historical Data and Small Randomized Trials Nir Rosenfeld Yishay Mansour E. Yom-Tov CML 56 25 0 24 Oct 2016