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Minimax rates for heterogeneous causal effect estimation

Minimax rates for heterogeneous causal effect estimation

Edward H. Kennedy
Sivaraman Balakrishnan
James M. Robins
Larry A. Wasserman
    CML
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Papers citing "Minimax rates for heterogeneous causal effect estimation"

3 / 3 papers shown
Title
Model-agnostic meta-learners for estimating heterogeneous treatment effects over time
Model-agnostic meta-learners for estimating heterogeneous treatment effects over time
Dennis Frauen
Konstantin Hess
Stefan Feuerriegel
70
7
0
07 Jul 2024
Causality Pursuit from Heterogeneous Environments via Neural Adversarial Invariance Learning
Causality Pursuit from Heterogeneous Environments via Neural Adversarial Invariance Learning
Yihong Gu
Cong Fang
Peter Bühlmann
Jianqing Fan
OOD
CML
197
2
0
07 May 2024
Structure-agnostic Optimality of Doubly Robust Learning for Treatment Effect Estimation
Structure-agnostic Optimality of Doubly Robust Learning for Treatment Effect Estimation
Jikai Jin
Vasilis Syrgkanis
CML
112
1
0
22 Feb 2024