Variational Bayes (VB) Approximation of Gibbs Posteriors with Hinge Losses

Documentation for package ‘PACVB’ version 1.1

PACVB-package	Variational Bayes (VB) Approximation of Gibbs Posteriors with Hinge Losses
GDHinge	Computes the VB (variational Bayes) approximation of a Gibbs measure with convexified classification loss using a gradient descent.
GDHingeAUC	Compute the VB (variational Bayes) approximation of a Gibbs measure with convexified AUC loss using a gradient descent.
GDHingeAUCCxx	C++ internal function to compute the VB approximation with convexified AUC loss (use GDHingeAUC instead).
GDHingeCxx	C++ internal function to compute the VB approximation with convexified classification loss (use GDHinge instead).
PACVB	Variational Bayes (VB) Approximation of Gibbs Posteriors with Hinge Losses