Open AccessBinary Classification of Gaussian Mixtures: Abundance of Support Vectors, Benign Overfitting, and Regularization
Author(s) -
Ke Wang,
Christos Thrampoulidis
Publication year - 2022
Publication title -
siam journal on mathematics of data science
Language(s) - English
Resource type - Journals
ISSN - 2577-0187
DOI - 10.1137/21m1415121
Subject(s) - overfitting , regularization (linguistics) , mathematics , support vector machine , estimator , covariance , feature vector , binary classification , pattern recognition (psychology) , artificial intelligence , binary number , norm (philosophy) , gaussian , algorithm , computer science , artificial neural network , statistics , physics , arithmetic , quantum mechanics , political science , law