A Case of Exponential Convergence Rates for SVM.
Vivien CabannesStefano VigognaPublished in: AISTATS (2023)
Keyphrases
- convergence rate
- support vector
- step size
- support vector machine svm
- learning rate
- convergence speed
- machine learning
- support vector machine
- number of iterations required
- numerical stability
- feature vectors
- kernel function
- conjugate gradient
- primal dual
- feature selection
- training algorithm
- feature space
- feature extraction
- binary classification
- global convergence
- approximation algorithms
- low memory requirements