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On Regularisation of Maximum Mean Discrepancy Gradient Flow: From Dr. to Sr. by Dr Zonghao Chen
4+ week, 2+ day ago (222+ words) Nanyang Technological University - NTU Singapore Maximum Mean Discrepancy (MMD) gradient flows provide a tractable particle-based approach to transporting distributions using kernels, but their convergence can be hindered by the non-convex geometry of the MMD objective. This talk introduces two complementary regularizations…...