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Direct Debiased Machine Learning via Bregman Divergence Minimization

27 October 2025

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 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 Masahiro Kato OffRL CML 124 0 0 30 Oct 2025
Nearest Neighbor Matching as Least Squares Density Ratio Estimation and Riesz Regression Masahiro Kato 0 0 0 28 Oct 2025