Bayesian semi-supervised learning for uncertainty-calibrated prediction of molecular properties and active learning.
Yao ZhangAlpha A. LeePublished in: CoRR (2019)
Keyphrases
- semi supervised learning
- active learning
- semi supervised
- unlabeled data
- labeled data
- supervised learning
- machine learning
- labeled examples
- semi supervised classification
- unsupervised learning
- transfer learning
- training data
- unlabeled examples
- graph based semi supervised learning
- multi view
- random sampling
- learning models
- labeled and unlabeled data
- unlabeled instances
- covariate shift
- learning algorithm
- co training
- learning problems
- training examples
- training set
- domain adaptation
- learning process
- semi supervised learning methods
- cost sensitive
- conditional probabilities
- class labels
- knn
- label propagation
- data points
- pairwise
- bayesian networks
- transductive inference
- instance level constraints