Picture for Masahiro Kato

Masahiro Kato

Strategic Learning with Local Explanations as Feedback

Add code
Feb 06, 2025
Viaarxiv icon

PUATE: Semiparametric Efficient Average Treatment Effect Estimation from Treated (Positive) and Unlabeled Units

Add code
Jan 31, 2025
Viaarxiv icon

Debiased Nonparametric Regression for Statistical Inference and Distributionally Robustness

Add code
Dec 28, 2024
Viaarxiv icon

Minimax Optimal Simple Regret in Two-Armed Best-Arm Identification

Add code
Dec 23, 2024
Viaarxiv icon

Debiased Regression for Root-N-Consistent Conditional Mean Estimation

Add code
Nov 19, 2024
Figure 1 for Debiased Regression for Root-N-Consistent Conditional Mean Estimation
Figure 2 for Debiased Regression for Root-N-Consistent Conditional Mean Estimation
Figure 3 for Debiased Regression for Root-N-Consistent Conditional Mean Estimation
Figure 4 for Debiased Regression for Root-N-Consistent Conditional Mean Estimation
Viaarxiv icon

Doubly Robust Regression Discontinuity Designs

Add code
Nov 12, 2024
Viaarxiv icon

Conformal Predictive Portfolio Selection

Add code
Oct 19, 2024
Figure 1 for Conformal Predictive Portfolio Selection
Figure 2 for Conformal Predictive Portfolio Selection
Figure 3 for Conformal Predictive Portfolio Selection
Figure 4 for Conformal Predictive Portfolio Selection
Viaarxiv icon

Adaptive Generalized Neyman Allocation: Local Asymptotic Minimax Optimal Best Arm Identification

Add code
May 29, 2024
Viaarxiv icon

Active Adaptive Experimental Design for Treatment Effect Estimation with Covariate Choices

Add code
Mar 06, 2024
Figure 1 for Active Adaptive Experimental Design for Treatment Effect Estimation with Covariate Choices
Figure 2 for Active Adaptive Experimental Design for Treatment Effect Estimation with Covariate Choices
Figure 3 for Active Adaptive Experimental Design for Treatment Effect Estimation with Covariate Choices
Figure 4 for Active Adaptive Experimental Design for Treatment Effect Estimation with Covariate Choices
Viaarxiv icon

Triple/Debiased Lasso for Statistical Inference of Conditional Average Treatment Effects

Add code
Mar 05, 2024
Viaarxiv icon