Scenario optimization with relaxation: a new tool for design and application to machine learning problems.
Marco C. CampiSimone GarattiPublished in: CoRR (2020)
Keyphrases
- learning problems
- supervised learning
- machine learning algorithms
- learning tasks
- learning algorithm
- machine learning
- semi supervised learning
- kernel methods
- pac learning
- multi task learning
- learning machines
- convex optimization problems
- text mining
- upper bound
- lower bound
- sample complexity
- reinforcement learning
- computational learning theory