Learning with invariances in random features and kernel models.
Song MeiTheodor MisiakiewiczAndrea MontanariPublished in: CoRR (2021)
Keyphrases
- learned models
- learning models
- learning tasks
- prior knowledge
- supervised learning
- learning systems
- learning process
- learning algorithm
- learning rules
- predictive power
- knowledge acquisition
- probabilistic model
- structured prediction
- unsupervised learning
- feature vectors
- feature space
- statistical models
- classification models
- accurate models
- learning problems
- machine learning algorithms
- model selection
- online learning
- active learning
- support vector
- feature extraction