Understanding Contrastive Learning Requires Incorporating Inductive Biases.
Nikunj SaunshiJordan T. AshSurbhi GoelDipendra MisraCyril ZhangSanjeev AroraSham M. KakadeAkshay KrishnamurthyPublished in: ICML (2022)
Keyphrases
- learning process
- learning algorithm
- inductive inference
- learning scheme
- inductive learning
- machine learning
- online learning
- inductive bias
- real time
- cognitive development
- solving problems
- active learning
- reinforcement learning
- case study
- knowledge acquisition
- background knowledge
- multi agent systems
- subject matter
- data mining
- neural network