A Probabilistic Theory of Supervised Similarity Learning for Pointwise ROC Curve Optimization.
Robin VogelAurélien BelletStéphan ClémençonPublished in: CoRR (2018)
Keyphrases
- roc curve
- pointwise
- learning algorithm
- supervised learning
- receiver operating characteristic
- reinforcement learning
- bayesian networks
- machine learning
- small number
- active learning
- probability estimation
- linear combination
- generative model
- support vector
- keywords
- image segmentation
- feature selection
- information retrieval