NetMix: A Network-Structured Mixture Model for Reduced-Bias Estimation of Altered Subnetworks.
Matthew A. ReynaUthsav ChitraRebecca ElyanowBenjamin J. RaphaelPublished in: J. Comput. Biol. (2021)
Keyphrases
- mixture model
- density estimation
- em algorithm
- generative model
- network structure
- gaussian mixture model
- probabilistic model
- expectation maximization
- gaussian mixture
- maximum likelihood
- model selection
- maximum likelihood estimation
- language model
- dirichlet processes
- probability density function
- mixture modeling
- unsupervised learning
- probabilistic mixture model
- reinforcement learning
- finite mixture model
- prior knowledge