A duality approach to regularized learning problems in Banach spaces.
Raymond ChengRui WangYuesheng XuPublished in: J. Complex. (2024)
Keyphrases
- learning problems
- learning tasks
- kernel methods
- machine learning algorithms
- learning algorithm
- supervised learning
- machine learning
- reinforcement learning
- linear programming
- pac learning
- sample complexity
- semi supervised learning
- statistical learning theory
- computational learning theory
- multi task
- multi task learning
- reproducing kernel hilbert space
- kernel based learning
- learning experience
- unsupervised learning
- markov random field
- multiple kernel learning
- learning process
- training set
- objective function
- training data
- convex optimization problems
- real world