Learning Single-Index Models with Shallow Neural Networks.
Alberto BiettiJoan BrunaClayton SanfordMin Jae SongPublished in: CoRR (2022)
Keyphrases
- neural network
- accurate models
- neural nets
- prior knowledge
- learning algorithm
- database
- learning process
- probabilistic model
- data sets
- learning models
- learning problems
- learning systems
- structured prediction
- supervised learning
- feedforward neural networks
- pattern recognition
- incremental learning
- genetic algorithm
- inductive inference
- learning capabilities
- learned models
- cascade correlation
- unsupervised learning
- model selection
- active learning
- mobile devices
- artificial neural networks