Learning manifold diffusion semigroups from graph transition matrices

Xiuyuan Cheng, Nan Wu

We consider graph diffusion processes constructed from finite i.i.d. samples drawn from an unknown manifold embedded in ambient Euclidean space, where the graph affinity is defined…