Stochastic shielding and edge importance for Markov chains with timescale separation.
Deena R. SchmidtRoberto F. GalánPeter J. ThomasPublished in: PLoS Comput. Biol. (2018)
Keyphrases
- markov chain
- markov processes
- stochastic process
- monte carlo
- probabilistic automata
- steady state
- monte carlo method
- markov process
- transition probabilities
- sample path
- finite state
- state space
- random walk
- stationary distribution
- edge detection
- monte carlo simulation
- edge information
- finite automata
- markov model
- relative entropy
- learning algorithm
- confidence intervals
- random fields
- maximum entropy
- random numbers
- information theoretic
- queueing theory