Lipschitz-regularized gradient flows and generative particle algorithms for high-dimensional scarce data

Hyemin Gu, Panagiota Birmpa, Yannis Pantazis +2

We build a new class of generative algorithms capable of efficiently learning an arbitrary target distribution from possibly scarce, high-dimensional data and subsequently generate…