Federated Adaptive Causal Estimation (FACE) of Target Treatment Effects

17 December 2021

Papers citing "Federated Adaptive Causal Estimation (FACE) of Target Treatment Effects"

5 / 5 papers shown

Title
Federated Learning for Estimating Heterogeneous Treatment Effects Disha Makhija Joydeep Ghosh Yejin Kim CML FedML 22 2 0 27 Feb 2024
FedECA: A Federated External Control Arm Method for Causal Inference with Time-To-Event Data in Distributed Settings Jean Ogier du Terrail Quentin Klopfenstein Honghao Li Imke Mayer Nicolas Loiseau Mohammad Hallal Félix Balazard M. Andreux 14 2 0 28 Nov 2023
Collaborative causal inference on distributed data Yuji Kawamata Ryoki Motai Yukihiko Okada A. Imakura T. Sakurai 8 8 0 16 Aug 2022
Federated Causal Inference in Heterogeneous Observational Data Ruoxuan Xiong Allison Koenecke Michael A. Powell Zhu Shen Joshua T. Vogelstein Susan Athey FedML CML 8 45 0 25 Jul 2021
A Review of Generalizability and Transportability Irina Degtiar Sherri Rose CML 23 202 0 23 Feb 2021