Synthetic Combinations: A Causal Inference Framework for Combinatorial Interventions

24 March 2023

Papers citing "Synthetic Combinations: A Causal Inference Framework for Combinatorial Interventions"

9 / 9 papers shown

Title
Doubly Robust Fusion of Many Treatments for Policy Learning Ke Zhu Jianing Chu I. Lipkovich Wenyu Ye Shu Yang 29 0 0 12 May 2025
A Causal Inference Framework for Data Rich Environments Alberto Abadie Anish Agarwal Devavrat Shah CML 51 1 0 02 Apr 2025
Structured Learning of Compositional Sequential Interventions Jialin Yu Andreas Koukorinis Nicolo Colombo Yuchen Zhu Ricardo Silva CML 31 0 0 09 Jun 2024
Multi-Armed Bandits with Network Interference Abhineet Agarwal Anish Agarwal Lorenzo Masoero Justin Whitehouse 22 3 0 28 May 2024
Causal Imputation for Counterfactual SCMs: Bridging Graphs and Latent Factor Models Alvaro Ribot C. Squires Caroline Uhler 28 1 0 22 Feb 2024
Adaptive Principal Component Regression with Applications to Panel Data Anish Agarwal Keegan Harris Justin Whitehouse Zhiwei Steven Wu 21 5 0 03 Jul 2023
Intervention Generalization: A View from Factor Graph Models Gecia Bravo Hermsdorff David S. Watson Jialin Yu Jakob Zeitler Ricardo M. A. Silva CML 25 4 0 06 Jun 2023
Network Synthetic Interventions: A Causal Framework for Panel Data Under Network Interference Anish Agarwal Sarah H. Cen Devavrat Shah Christina Lee Yu CML 16 5 0 20 Oct 2022
Causal Matrix Completion Anish Agarwal M. Dahleh Devavrat Shah Dennis Shen CML 48 51 0 30 Sep 2021