GMNN2CD: identification of circRNA-disease associations based on variational inference and graph Markov neural networks.
Mengting NiuQuan ZouChunyu WangPublished in: Bioinform. (2022)
Keyphrases
- variational inference
- neural network
- bayesian inference
- topic models
- probabilistic graphical models
- gaussian process
- probabilistic model
- mixture model
- variational methods
- posterior distribution
- directed acyclic graph
- latent dirichlet allocation
- association rules
- closed form
- exponential family
- markov chain
- approximate inference
- conditional independence
- exact inference
- co occurrence
- hyperparameters
- soft computing
- latent variables
- markov networks