A Relational Gradient Descent Algorithm For Support Vector Machine Training.
Mahmoud Abo KhamisSungjin ImBenjamin MoseleyKirk PruhsAlireza SamadianPublished in: CoRR (2020)
Keyphrases
- learning algorithm
- cost function
- optimization algorithm
- detection algorithm
- preprocessing
- experimental evaluation
- training phase
- times faster
- matching algorithm
- search space
- computational complexity
- significant improvement
- classification method
- objective function
- classification algorithm
- support vector
- high accuracy
- worst case
- supervised learning
- support vector machine
- np hard
- k means
- expectation maximization
- probabilistic model
- training set
- dynamic programming
- training data
- feature selection