NetMix: A Network-Structured Mixture Model for Reduced-Bias Estimation of Altered Subnetworks.
Matthew A. ReynaUthsav ChitraRebecca ElyanowBenjamin J. RaphaelPublished in: RECOMB (2020)
Keyphrases
- mixture model
- density estimation
- gaussian mixture model
- probabilistic model
- em algorithm
- generative model
- network structure
- expectation maximization
- model selection
- data sets
- mixture modeling
- maximum likelihood
- unsupervised learning
- pattern recognition
- von mises fisher
- maximum likelihood estimation
- gaussian mixture
- probability density function
- hidden markov models
- probabilistic mixture model