De-randomizing MCMC dynamics with the diffusion Stein operator.
Zheyang ShenMarkus HeinonenSamuel KaskiPublished in: NeurIPS (2021)
Keyphrases
- monte carlo
- markov chain
- diffusion processes
- dynamical systems
- anisotropic diffusion
- markov chain monte carlo
- dynamic model
- high dimensional state space
- image processing
- network dynamics
- diffusion model
- posterior distribution
- bayesian framework
- cellular automata
- differential operators
- denoising
- heat kernel
- least squares
- support vector