A Probabilistic Model to explain Self-Supervised Representation Learning.
Alice BizeulBernhard SchölkopfCarl AllenPublished in: CoRR (2024)
Keyphrases
- probabilistic model
- learning systems
- reinforcement learning
- learning process
- knowledge acquisition
- feature hierarchies
- multiple representations
- incremental learning
- learning tasks
- background knowledge
- data sets
- online learning
- learning algorithm
- unsupervised learning
- supervised learning
- multi agent systems
- bayesian networks
- learning problems
- information systems
- dynamic bayesian networks
- learning mechanism
- perceptual information
- machine learning