2021
Optimal Quantisation of Probability Measures Using Maximum Mean Discrepancy
AISTATS 2021poster
Several researchers have proposed minimisation of maximum mean discrepancy (MMD) as a method to quantise probability measures, i.e., to approximate a distribution by a representative point set. We consider sequential algorithms that greedily minimise MMD over a discrete candidate set. We propose a n…