Understanding Augmentation-based Self-Supervised Representation Learning via RKHS Approximation.
Runtian ZhaiBingbin LiuAndrej RisteskiZico KolterPradeep RavikumarPublished in: CoRR (2023)
Keyphrases
- reinforcement learning
- learning systems
- learning process
- online learning
- prior knowledge
- knowledge acquisition
- multiple representations
- learning problems
- kernel methods
- neural network
- unsupervised learning
- principal component analysis
- probabilistic model
- learning tasks
- bayesian networks
- deeper understanding
- visual representation
- learning algorithm