Hierarchical Integral Probability Metrics: A distance on random probability measures with low sample complexity

Marta Catalano, Hugo Lavenant

Random probabilities are a key component to many nonparametric methods in Statistics and Machine Learning. To quantify comparisons between different laws of random probabilities se…