Sparse Mean Estimation in Adversarial Settings via Incremental Learning

Jianhao Ma, Rui Ray Chen, Yinghui He +2

In this paper, we study the problem of sparse mean estimation under adversarial corruptions, where the goal is to estimate the $k$-sparse mean of a heavy-tailed distribution from s…