A Theoretical Analysis of Contrastive Unsupervised Representation Learning.
Nikunj SaunshiOrestis PlevrakisSanjeev AroraMikhail KhodakHrishikesh KhandeparkarPublished in: ICML (2019)
Keyphrases
- theoretical analysis
- supervised learning
- learning algorithm
- learning process
- learning tasks
- unsupervised learning
- feature hierarchies
- data sets
- incremental learning
- mobile learning
- learning systems
- active learning
- pairwise
- online learning
- empirical studies
- semi supervised
- prior knowledge
- background knowledge
- multiscale
- learning scenarios
- knowledge base
- learning community
- unsupervised manner
- deep architectures
- artificial intelligence