The SSL Interplay: Augmentations, Inductive Bias, and Generalization.
Vivien CabannesBobak Toussi KianiRandall BalestrieroYann LeCunAlberto BiettiPublished in: CoRR (2023)
Keyphrases
- inductive bias
- inductive learning
- machine learning
- supervised learning
- pac learning
- prior knowledge
- hypothesis space
- semi supervised learning
- multitask learning
- domain knowledge
- training examples
- domain theory
- active learning
- training set
- learning algorithm
- knowledge acquisition
- unsupervised learning
- semi supervised
- training samples
- learning problems