Agnostically Learning Single-Index Models using Omnipredictors.
Aravind GollakotaParikshit GopalanAdam R. KlivansKonstantinos StavropoulosPublished in: CoRR (2023)
Keyphrases
- prior knowledge
- learning models
- learning algorithm
- learning process
- accurate models
- index structure
- machine learning algorithms
- learning systems
- inductive inference
- learned models
- model selection
- parameter estimation
- multi class
- learning scenarios
- neural nets
- reinforcement learning
- learning rules
- structured prediction
- database