Suboptimal Solution Path Algorithm for Support Vector Machine
Masayuki KarasuyamaIchiro TakeuchiPublished in: CoRR (2011)
Keyphrases
- solution path
- learning algorithm
- search space
- support vector machine
- k means
- optimization algorithm
- dynamic programming
- expectation maximization
- linear programming
- maximum likelihood
- support vector machine svm
- np hard
- machine learning
- em algorithm
- loss function
- energy function
- bayesian framework
- regularization parameter
- quadratic programming
- objective function
- support vector classification