Fast Mixing of Multi-Scale Langevin Dynamics under the Manifold Hypothesis

19 Jun 2020Adam BlockYoussef MrouehAlexander RakhlinJerret Ross

Recently, the task of image generation has attracted much attention. In particular, the recent empirical successes of the Markov Chain Monte Carlo (MCMC) technique of Langevin Dynamics have prompted a number of theoretical advances; despite this, several outstanding problems remain... (read more)

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