The Kernel-Adatron Algorithm: A Fast and Simple Learning Procedure for Support Vector Machines.
Thilo-Thomas FrießNello CristianiniColin CampbellPublished in: ICML (1998)
Keyphrases
- learning algorithm
- support vector
- multiple kernel
- computational complexity
- iterative procedure
- version space
- dynamic programming
- detection algorithm
- optimal solution
- k means
- learning phase
- machine learning
- learning tasks
- support vector machine svm
- simulated annealing
- probabilistic model
- np hard
- search space
- preprocessing
- online learning
- expectation maximization
- worst case
- supervised learning
- kernel function
- support vector machine
- multi task
- search procedure
- multi class classification