most citedDoubly Robust Feature Selection with Mean and Variance Outlier Detection and Oracle Properties

2 citations · 2 across the 2 of their papers we have counts for

collaborators

2 papers

stat.ME2021★ 2 cited

Doubly Robust Feature Selection with Mean and Variance Outlier Detection and Oracle Properties

Luca Insolia, Francesca Chiaromonte, Runze Li +1

We propose a general approach to handle data contaminations that might disrupt the performance of feature selection and estimation procedures for high-dimensional linear models. Sp…

cs.LG2014

Linear Contour Learning: A Method for Supervised Dimension Reduction

Bing Li, Hongyuan Zha, Francesca Chiaromonte

We propose a novel approach to sufficient dimension reduction in regression, based on estimating contour directions of negligible variation for the response surface. These directio…