Variational Approximation-Based Model Selection for Microbial Network Inference.
Shibu YoosephSahar TavakoliPublished in: J. Comput. Biol. (2022)
Keyphrases
- model selection
- variational approximation
- variational bayes
- hyperparameters
- cross validation
- gaussian process
- bayesian learning
- variational inference
- exact inference
- approximate inference
- bayesian inference
- parameter estimation
- sample size
- machine learning
- mixture model
- regression model
- posterior distribution
- graphical models
- bayesian networks
- markov chain monte carlo
- feature selection
- generalization error
- probabilistic inference
- dynamic bayesian networks
- em algorithm
- least squares
- markov networks
- likelihood function
- probabilistic model