About contrastive unsupervised representation learning for classification and its convergence.
Ibrahim MeradYiyang YuEmmanuel BacryStéphane GaïffasPublished in: CoRR (2020)
Keyphrases
- supervised learning
- unsupervised learning
- pattern recognition
- learning phase
- learning algorithm
- multi category
- feature construction
- learning process
- prior knowledge
- incremental learning
- feature hierarchies
- structured output
- pattern classification
- online learning
- learning tasks
- decision rules
- semi supervised
- active learning
- training samples
- multi class
- support vector machine
- probabilistic model
- rule learning
- deep learning
- support vector
- reinforcement learning
- robust classification
- feature extraction
- feature selection