On the robustness to adversarial corruption and to heavy-tailed data of the Stahel–Donoho median of means

DOI10.1093/imaiai/iaac026zbMath1528.62019arXiv2101.09117OpenAlexW3124179007MaRDI QIDQ6039760

Guillaume Lecué, Jules Depersin

Publication date: 23 May 2023

Published in: Information and Inference: A Journal of the IMA (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2101.09117

zbMATH Keywords

robustnessdepthheavy-tailed dataadversarial contaminationmedian of means\(d\)-dimensional median

Mathematics Subject Classification ID

Robustness and adaptive procedures (parametric inference) (62F35) General topics in the theory of data (68P01)

Related Items (1)

Non-asymptotic analysis and inference for an outlyingness induced winsorized mean

This page was built for publication: On the robustness to adversarial corruption and to heavy-tailed data of the Stahel–Donoho median of means