A Relational Gradient Descent Algorithm For Support Vector Machine Training.
Mahmoud Abo KhamisSungjin ImBenjamin MoseleyKirk PruhsAlireza SamadianPublished in: APOCS (2021)
Keyphrases
- support vector machine
- preprocessing
- cost function
- optimization algorithm
- objective function
- computational cost
- learning algorithm
- dynamic programming
- significant improvement
- recognition algorithm
- training phase
- matching algorithm
- optimal solution
- search space
- experimental evaluation
- training set
- feature vectors
- worst case
- expectation maximization
- optimal parameters
- detection algorithm
- classification algorithm
- np hard
- times faster
- reduced set
- convergence rate
- data sets
- feature extraction