Dimension reduction for maximum matchings and the Fastest Mixing Markov Chain.
Vishesh JainHuy Tuan PhamThuy-Duong VuongPublished in: CoRR (2022)
Keyphrases
- markov chain
- dimension reduction
- steady state
- high dimensional
- principal component analysis
- low dimensional
- feature extraction
- transition probabilities
- random walk
- singular value decomposition
- high dimensional data
- monte carlo simulation
- monte carlo method
- state space
- cluster analysis
- markov model
- monte carlo
- stationary distribution
- feature selection
- linear discriminant analysis
- feature space
- high dimensionality
- transition matrix
- model selection
- least squares
- preprocessing
- pattern recognition
- similarity measure