On Learning High Dimensional Structured Single Index Models.
Nikhil S. RaoRavi GantiLaura BalzanoRebecca WillettRobert D. NowakPublished in: CoRR (2016)
Keyphrases
- high dimensional
- learning models
- prior knowledge
- learning tasks
- active learning
- probabilistic model
- learning problems
- hidden variables
- accurate models
- online learning
- nearest neighbor
- neural network
- learning process
- knowledge acquisition
- unsupervised learning
- feature space
- learning algorithm
- machine learning
- supervised learning
- structured learning
- structured output
- statistical models
- parameter estimation
- reinforcement learning
- real world