Unsupervised and Supervised Structure Learning for Protein Contact Prediction.
Siqi SunPublished in: CoRR (2020)
Keyphrases
- structure learning
- graphical models
- bayesian networks
- unsupervised learning
- semi supervised
- contact map
- supervised learning
- unsupervised methods
- conditional independence
- transfer learning
- parameter learning
- bayesian network structure learning
- protein structure
- markov logic networks
- parameter estimation
- markov networks
- machine learning
- learning algorithm
- prediction model
- protein sequences
- labeled data
- probabilistic model
- sample size
- network structure
- weakly supervised
- active learning
- markov blanket
- belief propagation
- markov random field
- knowledge discovery
- gene regulatory networks
- pairwise
- unlabeled data
- semi supervised learning