Is There an Analog of Nesterov Acceleration for MCMC?
Yi-An MaNiladri S. ChatterjiXiang ChengNicolas FlammarionPeter L. BartlettMichael I. JordanPublished in: CoRR (2019)
Keyphrases
- semidefinite programming
- markov chain monte carlo
- markov chain
- monte carlo
- convex concave
- analog vlsi
- bayesian inference
- circuit design
- posterior distribution
- analog circuits
- data association
- metropolis hastings algorithm
- weighted sums
- particle filter
- markov networks
- maximum margin
- posterior probability
- signal processing
- pairwise
- approximate inference
- data conversion
- generative model
- state space