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An Adaptive Kernel Approach to Federated Learning of Heterogeneous Causal Effects

An Adaptive Kernel Approach to Federated Learning of Heterogeneous Causal Effects

Thanh Vinh Vo
Arnab Bhattacharyya
Young Lee
Tze-Yun Leong
ArXiv (abs)PDFHTML

Papers citing "An Adaptive Kernel Approach to Federated Learning of Heterogeneous Causal Effects"

4 / 4 papers shown
Title
Federated Instrumental Variable Analysis via Federated Generalized Method of Moments
Federated Instrumental Variable Analysis via Federated Generalized Method of Moments
Geetika
Somya Tyagi
Bapi Chatterjee
FedML
39
0
0
27 May 2025
Federated Causal Inference in Healthcare: Methods, Challenges, and Applications
Federated Causal Inference in Healthcare: Methods, Challenges, and Applications
Haoyang Li
Jie Xu
Kyra Gan
Fei Wang
Chengxi Zang
FedMLCML
78
0
0
04 May 2025
Collaborative Heterogeneous Causal Inference Beyond Meta-analysis
Collaborative Heterogeneous Causal Inference Beyond Meta-analysis
Tianyu Guo
Sai Praneeth Karimireddy
Michael I. Jordan
FedML
67
3
0
24 Apr 2024
Patchwork Learning: A Paradigm Towards Integrative Analysis across Diverse Biomedical Data Sources
Patchwork Learning: A Paradigm Towards Integrative Analysis across Diverse Biomedical Data Sources
Suraj Rajendran
Weishen Pan
M. Sabuncu
Yong Chen
Jiayu Zhou
Fei Wang
102
14
0
10 May 2023

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