Non-contrastive approaches to similarity learning: positive examples are all you need.
Alexander MarusovValerii BaianovAlexey ZaytsevPublished in: CoRR (2022)
Keyphrases
- positive examples
- negative examples
- positive and negative
- learning process
- active learning
- background knowledge
- learning algorithm
- positive and negative examples
- learning problems
- hypothesis space
- prior knowledge
- learning tasks
- training data
- positive and unlabeled examples
- statistical queries
- positive training examples
- concept learning
- supervised learning
- domain knowledge
- training set
- reinforcement learning
- feature selection