MONK -- Outlier-Robust Mean Embedding Estimation by Median-of-Means

Matthieu Lerasle, Zoltan Szabo, Timothee Mathieu +1

Mean embeddings provide an extremely flexible and powerful tool in machine learning and statistics to represent probability distributions and define a semi-metric (MMD, maximum mea…