Robustly Learning Single-Index Models via Alignment Sharpness.
Nikos ZarifisPuqian WangIlias DiakonikolasJelena DiakonikolasPublished in: CoRR (2024)
Keyphrases
- learning models
- online learning
- accurate models
- data structure
- probabilistic model
- learning systems
- learning problems
- learning tasks
- complex systems
- prior knowledge
- learning process
- reinforcement learning
- neural network
- active learning
- learning scenarios
- inductive inference
- learning rules
- learned models
- information retrieval