List-Decodable Sparse Mean Estimation

Shiwei Zeng, Jie Shen

Robust mean estimation is one of the most important problems in statistics: given a set of samples in ${\mathbb{R}}^d$ where an $\alpha$ fraction are drawn from some distribution $D$ and…