Introducing User-Prescribed Constraints in Markov Chains for Nonlinear Dimensionality Reduction.
Purushottam D. DixitPublished in: Neural Comput. (2019)
Keyphrases
- markov chain
- nonlinear dimensionality reduction
- random walk
- markov processes
- transition probabilities
- state space
- manifold learning
- high dimensional data
- probabilistic automata
- transition matrix
- dimensionality reduction
- dimensionality reduction methods
- locally linear embedding
- least squares
- probability distribution
- pattern recognition
- support vector