On Mixing of Markov Chains: Coupling, Spectral Independence, and Entropy Factorization.
Antonio BlancaPietro CaputoZongchen ChenDaniel ParisiDaniel StefankovicEric VigodaPublished in: CoRR (2021)
Keyphrases
- markov chain
- steady state
- transition probabilities
- finite state
- monte carlo
- monte carlo method
- state space
- markov model
- markov processes
- random walk
- mutual information
- monte carlo simulation
- probabilistic automata
- stochastic process
- markov process
- information theory
- relative entropy
- information theoretic
- transition matrix
- stationary distribution
- matrix factorization
- pairwise
- multispectral images
- confidence intervals
- assemble to order systems