Colocalization Estimation Using Graphical Modeling and Variational Bayesian Expectation Maximization: Towards a Parameter-Free Approach.
Suyash P. AwateThyagarajan RadhakrishnanPublished in: IPMI (2015)
Keyphrases
- parameter free
- variational bayesian
- expectation maximization
- em algorithm
- parameter estimation
- categorical data
- factor analysis
- outlier detection
- probabilistic model
- mixture model
- maximum likelihood
- gaussian mixture model
- exponential family
- matrix factorization
- unsupervised learning
- bayesian framework
- generative model
- data sets
- bayesian methods
- data streams
- k means
- feature selection