24 citations · 26 across the 2 of their papers we have counts for
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…
stat.CO2017★ 24 cited
Robust Monitoring of Time Series with Application to Fraud Detection
Peter J. Rousseeuw, Domenico Perrotta, Marco Riani +1
Time series often contain outliers and level shifts or structural changes. These unexpected events are of the utmost importance in fraud detection, as they may pinpoint suspicious…