A coordinate gradient descent method for linearly constrained smooth optimization and support vector machines training.
Paul TsengSangwoon YunPublished in: Comput. Optim. Appl. (2010)
Keyphrases
- cost function
- linearly constrained
- objective function
- classification accuracy
- support vector
- pairwise
- support vector machine
- optimization algorithm
- sensitivity analysis
- learning algorithm
- cross validation
- optimization method
- single image
- stochastic gradient descent
- variational inequalities
- learning machines
- training algorithm
- training process
- dynamic programming
- special case
- image processing