A Theoretical Study of Inductive Biases in Contrastive Learning.
Jeff Z. HaoChenTengyu MaPublished in: CoRR (2022)
Keyphrases
- learning process
- learning algorithm
- prior knowledge
- inductive learning
- knowledge acquisition
- elementary school
- inductive inference
- undergraduate students
- active learning
- university students
- cooperative learning
- subject matter
- online learning
- individual differences
- inductive reasoning
- inductive bias
- positive effects
- knowledge construction
- decision trees
- deeper understanding
- high school students
- reinforcement learning
- experimental design
- neural network
- learning systems
- unsupervised learning
- empirical studies