Scalable linear classifiers based on exponential loss function.
Sandhya TripathiN. HemachandraPublished in: COMAD/CODS (2018)
Keyphrases
- loss function
- linear classifiers
- pairwise
- support vector
- multi class
- hyperplane
- generalization error
- stochastic gradient descent
- svm classifier
- decision boundary
- empirical risk
- support vector machine
- feature selection
- similarity measure
- sample size
- model selection
- maximum likelihood
- k means
- pattern recognition
- data sets