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Direct Debiased Machine Learning via Bregman Divergence Minimization
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Direct Debiased Machine Learning via Bregman Divergence Minimization

Masahiro Kato
    CML
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Papers citing "Direct Debiased Machine Learning via Bregman Divergence Minimization"

3 / 3 papers shown
Title
A Unified Theory for Causal Inference: Direct Debiased Machine Learning via Bregman-Riesz Regression
A Unified Theory for Causal Inference: Direct Debiased Machine Learning via Bregman-Riesz Regression
Masahiro Kato
CML
20
0
0
30 Oct 2025
Bridging the Gap between Empirical Welfare Maximization and Conditional Average Treatment Effect Estimation in Policy Learning
Bridging the Gap between Empirical Welfare Maximization and Conditional Average Treatment Effect Estimation in Policy Learning
Masahiro Kato
OffRLCML
124
0
0
30 Oct 2025
Nearest Neighbor Matching as Least Squares Density Ratio Estimation and Riesz Regression
Nearest Neighbor Matching as Least Squares Density Ratio Estimation and Riesz Regression
Masahiro Kato
8
2
0
28 Oct 2025