cs.LG, cs.NA, math.NA, stat.ML

Weighted quantization using MMD: From mean field to mean shift via gradient flows

arXiv:2502.10600v3 Announce Type: replace-cross
Abstract: Approximating a probability distribution using a set of particles is a fundamental problem in machine learning and statistics, with applications including clustering and quantization. Formally,…