Learning single-index models with shallow neural networks.
Alberto BiettiJoan BrunaClayton SanfordMin Jae SongPublished in: NeurIPS (2022)
Keyphrases
- neural network
- learning algorithm
- neural nets
- learning tasks
- accurate models
- learning rules
- learning systems
- structured prediction
- learning problems
- learning process
- reinforcement learning
- online learning
- learning scheme
- pattern recognition
- graphical models
- fuzzy logic
- probabilistic model
- active learning
- prior knowledge
- learning capabilities
- learned models
- error back propagation
- connectionist systems