Understanding Contrastive Learning Requires Incorporating Inductive Biases.
Nikunj SaunshiJordan T. AshSurbhi GoelDipendra MisraCyril ZhangSanjeev AroraSham M. KakadeAkshay KrishnamurthyPublished in: CoRR (2022)
Keyphrases
- learning process
- learning algorithm
- inductive inference
- learning tasks
- online learning
- machine learning
- deeper understanding
- mobile learning
- background knowledge
- unsupervised learning
- knowledge acquisition
- reinforcement learning
- supervised learning
- prior knowledge
- learning problems
- solving problems
- rule learning
- real time
- inductive bias