Analysis of autocorrelation times in Neural Markov Chain Monte Carlo simulations.
Piotr BialasPiotr KorcylTomasz StebelPublished in: CoRR (2021)
Keyphrases
- markov chain
- monte carlo simulation
- monte carlo
- steady state
- markov process
- finite state
- monte carlo method
- markov model
- transition probabilities
- random walk
- neural network
- stationary distribution
- state space
- higher order
- transition matrix
- markov chain monte carlo
- least squares
- search space
- search algorithm
- bayesian networks
- genetic algorithm