Confidence regions and minimax rates in outlier-robust estimation on the probability simplex

Amir-Hossein Bateni, Arnak S. Dalalyan

We consider the problem of estimating the mean of a distribution supported by the $k$-dimensional probability simplex in the setting where an $\epsilon$ fraction of observations…