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Matthieu Lerasle

2 accepted papers

2019

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

ICML 2019oral

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 mean discrepancy; also called N-distance or energy distance), with numerous successful applications. The representation is…

Cited by 40SourcePDFScholar