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.ME2022

Tk-merge: Computationally Efficient Robust Clustering Under General Assumptions

Luca Insolia, Domenico Perrotta

We address general-shaped clustering problems under very weak parametric assumptions with a two-step hybrid robust clustering algorithm based on trimmed k-means and hierarchical ag…

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…