ott.geometry.regularizers.Regularization

Contents

ott.geometry.regularizers.Regularization#

class ott.geometry.regularizers.Regularization(f, a=None, rho=1.0)[source]#

Regularization operator \(f\left(x\right) + \frac{\rho}{2}\|x - a\|_2^2\).

Parameters:

Methods

moreau_envelope(x[, tau])

Moreau Envelope.

prox(v[, tau])

Proximal operator.

prox_dual(v[, tau])

Proximal operator of the convex conjugate.