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Recipe for Fast Large-scale SVM Training: Polishing, Parallelism, and more RAM!

Tobias Glasmachers
Published in: CoRR (2022)
Keyphrases
  • svm training
  • generalization ability
  • support vector machine
  • support vectors
  • decomposition method
  • imbalanced data
  • pattern recognition
  • lower bound
  • kernel methods
  • stochastic gradient descent