Generalization Performance of ERM Algorithm with Geometrically Ergodic Markov Chain Samples.
Jie XuBin ZouJianjun WangPublished in: ICNC (1) (2009)
Keyphrases
- markov chain
- monte carlo
- markov model
- monte carlo simulation
- dynamic programming
- steady state
- monte carlo method
- markov process
- transition matrix
- state space
- probabilistic model
- search space
- finite state
- transition probabilities
- algo rithm
- random walk
- learning algorithm
- k means
- optimal solution
- stochastic process
- stationary distribution
- mathematical model
- random variables
- parameter estimation
- objective function