2 papers
stat.ML2024
Debiased Regression for Root-N-Consistent Conditional Mean Estimation
Masahiro Kato
This study introduces a debiasing method for regression estimators, including high-dimensional and nonparametric regression estimators. For example, nonparametric regression method…
stat.ME2024
General Bayesian Predictive Synthesis
Masahiro Kato
This study investigates Bayesian ensemble learning for improving the quality of decision-making. We consider a decision-maker who selects an action from a set of candidates based o…