Dynamic Clustering Algorithms via Small-Variance Analysis of Markov Chain Mixture Models.
Trevor CampbellBrian KulisJonathan P. HowPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2019)
Keyphrases
- markov chain
- mixture model
- gaussian mixture model
- steady state
- monte carlo
- monte carlo simulation
- stationary distribution
- state space
- transition probabilities
- clustering algorithm
- em algorithm
- random walk
- overlapping clustering
- markov chain monte carlo
- generative model
- maximum likelihood
- cluster analysis
- expectation maximization
- markov model
- probability distribution
- probabilistic model
- k means