An analytic theory of shallow networks dynamics for hinge loss classification.
Franco PellegriniGiulio BiroliPublished in: NeurIPS (2020)
Keyphrases
- hinge loss
- loss function
- feature vectors
- soft margin
- decision boundary
- risk minimization
- classification accuracy
- support vector machine
- support vector
- multi class
- text classification
- support vector machine svm
- convex optimization
- pattern classification
- decision trees
- data distribution
- machine learning
- feature space
- feature selection
- generalization ability
- binary classification
- probabilistic model