Learning Classifiers with Fenchel-Young Losses: Generalized Entropies, Margins, and Algorithms.
Mathieu BlondelAndré F. T. MartinsVlad NiculaePublished in: AISTATS (2019)
Keyphrases
- learning algorithm
- learning systems
- machine learning algorithms
- learning process
- classification algorithm
- neural network
- learning rules
- learning models
- learning tasks
- unsupervised learning
- training data
- active learning
- benchmark datasets
- machine learning
- noise tolerant
- prior knowledge
- learning problems
- decision functions
- computational complexity
- data structure
- data sets
- kernel machines