Computing the norm of nonnegative matrices and the log-Sobolev constant of Markov chains.
Antoine GautierMatthias HeinFrancesco TudiscoPublished in: CoRR (2020)
Keyphrases
- markov chain
- steady state
- finite state
- state space
- objective function
- transition probabilities
- monte carlo
- markov model
- monte carlo method
- markov processes
- stationary distribution
- markov process
- monte carlo simulation
- log log
- hilbert space
- random walk
- stochastic process
- transition matrix
- probabilistic automata
- data matrix
- machine learning
- linear programming
- least squares
- singular value decomposition
- confidence intervals
- low rank
- nonnegative matrix factorization
- image segmentation