Optimal and Non-Optimal Parallel Implementations of the Sequential Minimal Optimization Algorithm for Support Vector Machine Training.
Benjamín CastañedaJuan C. CockburnMuhammad ShaabanPublished in: PDCS (2004)
Keyphrases
- dynamic programming
- optimal solution
- sequential minimal optimization
- support vector machine
- learning algorithm
- parallel implementations
- improved algorithm
- np hard
- lp norm
- computational complexity
- closed form
- image processing
- expectation maximization
- search space
- support vector
- objective function
- feature vectors
- graphical models
- lower bound
- training data
- similarity measure