On Learning High Dimensional Structured Single Index Models.
Ravi GantiNikhil S. RaoLaura BalzanoRebecca WillettRobert D. NowakPublished in: AAAI (2017)
Keyphrases
- high dimensional
- learning algorithm
- learning systems
- unsupervised learning
- learning process
- neural nets
- prior knowledge
- accurate models
- learned models
- variable selection
- learning models
- database
- learning problems
- reinforcement learning
- learning tasks
- online learning
- complex systems
- gene expression data
- noisy data
- computational models
- feature selection
- model selection
- dimensionality reduction
- active learning
- structured output