Path-entropy maximized Markov chains for dimensionality reduction.
Purushottam D. DixitPublished in: CoRR (2018)
Keyphrases
- markov chain
- dimensionality reduction
- steady state
- finite state
- markov model
- markov processes
- transition probabilities
- random walk
- monte carlo
- monte carlo method
- stochastic process
- feature extraction
- state space
- high dimensional
- stationary distribution
- markov process
- low dimensional
- information theory
- monte carlo simulation
- pattern recognition
- mutual information
- principal component analysis
- high dimensional data
- feature selection
- information theoretic
- probabilistic automata
- confidence intervals
- feature space
- assemble to order systems
- transition matrix