Some new PAC-Bayesian bounds and their use in selection of regularization parameter for linear SVMs.

Puja Sahu Nandyala Hemachandra

Published in: COMAD/CODS (2018)

Keyphrases

pac bayesian
regularization parameter
linear svm
distribution free
image restoration
cross validation
hyperparameters
data dependent
generalization bounds
support vector
feature selection
support vectors
closed form
hyperplane