An evolutionary Monte Carlo algorithm for Bayesian block clustering of data matrices.
Mayetri GuptaPublished in: Comput. Stat. Data Anal. (2014)
Keyphrases
- monte carlo
- k means
- input data
- data points
- monte carlo simulation
- spectral clustering
- monte carlo methods
- importance sampling
- clustering method
- learning algorithm
- stochastic approximation
- original data
- missing data
- simulation study
- objective function
- monte carlo tree search
- high dimensional data
- markov chain
- probability distribution
- dynamic programming
- cluster centers
- monte carlo method
- optimal solution
- em algorithm
- bayesian framework
- optimal strategy
- markov chain monte carlo
- variance reduction
- search space
- adaptive sampling