Quantifying Learning Guarantees for Convex but Inconsistent Surrogates.
Kirill StruminskySimon Lacoste-JulienAnton OsokinPublished in: CoRR (2018)
Keyphrases
- learning process
- learning algorithm
- reinforcement learning
- learning tasks
- online learning
- learning scenarios
- objective function
- knowledge acquisition
- supervised learning
- mobile devices
- globally optimal
- incremental learning
- learning systems
- semi supervised
- database
- pairwise
- multi agent systems
- optimal solution
- multi agent
- feature selection
- social networks
- machine learning