Confidence-aware Contrastive Learning for Selective Classification.
Yu-Chang WuShen-Huan LyuHaopu ShangXiangyu WangChao QianPublished in: CoRR (2024)
Keyphrases
- supervised learning
- learning systems
- learning process
- learning algorithm
- incremental learning
- bayesian methods
- reinforcement learning
- statistical learning
- learning problems
- machine learning
- unsupervised learning
- classification method
- learning rules
- pattern recognition
- decision trees
- benchmark datasets
- support vector
- structured output
- confidence level
- learning phase
- feature selection
- dictionary learning
- inductive inference
- classification scheme
- learning analytics
- prior knowledge
- learning tasks
- classification rules
- probabilistic model
- image classification