research
∙
01/30/2023
Bagging Provides Assumption-free Stability
Bagging is an important technique for stabilizing machine learning model...
share
research
∙
07/15/2022
The edge of discovery: Controlling the local false discovery rate at the margin
Despite the popularity of the false discovery rate (FDR) as an error con...
research
∙
09/08/2021
Multivariate, Heteroscedastic Empirical Bayes via Nonparametric Maximum Likelihood
Multivariate, heteroscedastic errors complicate statistical inference in...
research
∙
07/30/2020
Covariance estimation with nonnegative partial correlations
We study the problem of high-dimensional covariance estimation under the...
research
∙
12/11/2018
