Convergence Analysis of Two Loss Functions in Soft-Max Regression.
Arash SangariWilliam A. SetharesPublished in: IEEE Trans. Signal Process. (2016)
Keyphrases
- loss function
- convergence analysis
- reproducing kernel hilbert space
- support vector
- global convergence
- regression model
- pairwise
- learning models
- logistic regression
- optimality conditions
- approximation methods
- convergence rate
- model selection
- convex loss functions
- global optimum
- support vector machine
- training data
- binary classification