Feature selection for linear SVMs under uncertain data: Robust optimization based on difference of convex functions algorithms

Hoai An Le Thi (1) , Xuan Thanh Vo (1) , Tao Pham Dinh (2)

1 LITA - Laboratoire d'Informatique Théorique et Appliquée
2 LMI - Laboratoire de Mathématiques de l'INSA de Rouen Normandie

Domaines: Informatique [cs]

Hoai An Le Thi, Xuan Thanh Vo, Tao Pham Dinh. Feature selection for linear SVMs under uncertain data: Robust optimization based on difference of convex functions algorithms. Neural Networks, 2014, 59, pp.36 - 50. ⟨10.1016/j.neunet.2014.06.011⟩. ⟨hal-01636653⟩