Complementary Benefits of Contrastive Learning and Self-Training Under Distribution Shift.
Saurabh GargAmrith SetlurZachary C. LiptonSivaraman BalakrishnanVirginia SmithAditi RaghunathanPublished in: NeurIPS (2023)
Keyphrases
- machine learning
- learning tasks
- learning algorithm
- learning systems
- learning problems
- supervised learning
- knowledge acquisition
- learning process
- artificial intelligence
- prior knowledge
- data sets
- decision trees
- mobile learning
- empirical studies
- information systems
- transfer learning
- data mining
- database
- probability density function
- learning analytics
- gaussian distribution
- co training