Learning with invariances in random features and kernel models.
Song MeiTheodor MisiakiewiczAndrea MontanariPublished in: COLT (2021)
Keyphrases
- prior knowledge
- learned models
- learning algorithm
- learning models
- learning tasks
- feature space
- component analysis
- predictive power
- supervised learning
- learning systems
- classification models
- reinforcement learning
- accurate models
- feature representations
- hidden variables
- knowledge acquisition
- image features
- active learning
- learning process
- learning problems
- model selection
- text classification
- qualitative models
- low level
- feature vectors
- supervised learning algorithms