Sample Efficient Learning of Image-Based Diagnostic Classifiers Using Probabilistic Labels.
Roberto VegaPouneh GorjiZichen Vincent ZhangXuebin QinAbhilash Rakkunedeth HareendranathanJeevesh KapurJacob L. JaremkoRussell GreinerPublished in: CoRR (2021)
Keyphrases
- efficient learning
- training data
- class labels
- small sample
- labeled samples
- bayes net
- training examples
- training set
- log linear models
- decision trees
- data samples
- multi label classification
- learning algorithm
- probabilistic model
- unlabeled samples
- collective classification
- bayesian networks
- semi supervised learning
- training samples
- pairwise
- support vector
- equivalence queries
- training and test sets
- sample size
- naive bayes
- generative model
- semi supervised
- feature selection
- visual features
- feature set
- database systems
- metadata
- artificial intelligence