First-Order Optimization for Superquantile-Based Supervised Learning.
Yassine LaguelJérôme MalickZaïd HarchaouiPublished in: MLSP (2020)
Keyphrases
- supervised learning
- optimization algorithm
- optimization process
- unsupervised learning
- reinforcement learning
- optimization problems
- learning tasks
- higher order
- generalization error
- active learning
- semi supervised
- training samples
- statistical learning
- supervised machine learning
- constrained optimization
- optimization model
- optimal design
- machine learning
- optimization methods
- global optimization
- learning problems
- unlabeled data
- multi class
- pairwise
- artificial intelligence
- information retrieval