Dual subgradient algorithms for large-scale nonsmooth learning problems.
Bruce CoxAnatoli B. JuditskyArkadi NemirovskiPublished in: Math. Program. (2014)
Keyphrases
- learning problems
- learning algorithm
- machine learning algorithms
- learning tasks
- kernel methods
- supervised learning
- optimization problems
- optimization methods
- computational learning theory
- machine learning
- reinforcement learning
- learning models
- convex optimization problems
- data points
- text classification
- semi supervised learning
- high dimensional
- pairwise
- convex optimization
- data dependent
- linear support vector machines
- bilevel programming