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

Ayoub Belhadji, Daniel Sharp, Youssef Marzouk

Approximating a probability distribution using a set of particles is a fundamental problem in machine learning and statistics, with applications including clustering and quantizati…