On neural and dimensional collapse in supervised and unsupervised contrastive learning with hard negative sampling.
Ruijie JiangThuan NguyenShuchin AeronPrakash IshwarPublished in: CoRR (2023)
Keyphrases
- supervised learning
- unsupervised learning
- learning algorithm
- weakly supervised
- online learning
- learning process
- feature selection
- semi supervised
- text classification
- training data
- monte carlo
- learning rules
- learning problems
- learning scheme
- supervised training
- machine learning
- supervised and unsupervised learning
- neural nets
- learning tasks
- mobile learning
- learning systems
- knowledge acquisition