A Theoretical Analysis of Contrastive Unsupervised Representation Learning.
Sanjeev AroraHrishikesh KhandeparkarMikhail KhodakOrestis PlevrakisNikunj SaunshiPublished in: CoRR (2019)
Keyphrases
- theoretical analysis
- learning algorithm
- learning process
- supervised learning
- unsupervised learning
- reinforcement learning
- neural network
- knowledge acquisition
- learning systems
- case study
- multiple representations
- unsupervised manner
- incremental learning
- learning problems
- semi supervised
- multiresolution
- machine learning