A Convex Formulation of SVM-Based Multi-task Learning.
Carlos RuizCarlos M. AlaízJosé R. DorronsoroPublished in: HAIS (2019)
Keyphrases
- multi task learning
- convex formulation
- convex optimization
- multi task
- gradient method
- loss function
- support vector
- gaussian processes
- learning problems
- learning tasks
- support vector machine
- convex relaxation
- high order
- transfer learning
- learning models
- active learning
- theoretical analysis
- learning algorithm
- svm classifier
- machine learning
- multi class
- probabilistic model
- multiple kernel learning
- training data
- image processing