Riemannian Langevin Dynamics: Strong Convergence of Geometric Euler-Maruyama Scheme

Zhiyuan Zhan, Masashi Sugiyama

Low-dimensional structure in real-world data plays an important role in the success of generative models, which motivates diffusion models defined on intrinsic data manifolds. Such…