The SSL Interplay: Augmentations, Inductive Bias, and Generalization.
Vivien CabannesBobak Toussi KianiRandall BalestrieroYann LeCunAlberto BiettiPublished in: ICML (2023)
Keyphrases
- inductive bias
- inductive learning
- machine learning
- pac learning
- prior knowledge
- semi supervised learning
- hypothesis space
- supervised learning
- domain knowledge
- domain theory
- training examples
- multitask learning
- training set
- learning algorithm
- uniform distribution
- learning theory
- inductive logic programming
- text categorization
- pairwise
- training data
- feature selection