Learning Classifiers with Fenchel-Young Losses: Generalized Entropies, Margins, and Algorithms.
Mathieu BlondelAndré F. T. MartinsVlad NiculaePublished in: CoRR (2018)
Keyphrases
- learning algorithm
- machine learning algorithms
- decision functions
- learning problems
- learning process
- learning systems
- learning models
- learning tasks
- reinforcement learning
- computational complexity
- online learning
- data sets
- decision trees
- classification algorithm
- support vector
- data structure
- inductive inference
- noise tolerant
- feature space
- learning rules
- nearest neighbor algorithm
- training data