This paper describes a manifold optimization frame- work to obtain solutions to generalized eigenvalue prob- lems with a nonsmooth regularizer. Given (i) the ...

We start from an alternative formulation of GEP where the feasibility set of the model involves the Stiefel manifold. The core of this paper presents an end to ...

A Projection free method for Generalized Eigenvalue Problem with a nonsmooth Regularizer · 1. Introduction · 2. Useful manifolds in numerical optimization · 3.

In this section we show that adding more regularization terms in the objective does not affect the accuracy of the model significantly as mentioned in section 3 ...

A Projection free method for Generalized Eigenvalue Problem with a nonsmooth Regularizer. Seong Jae Hwanga Maxwell D. Collinsa Sathya N. Ravib Vamsi K ...

A Projection free method for Generalized Eigenvalue Problem with a nonsmooth Regularizer (ICCV 2015) · script_test.m: Matlab script for basic use of the code.

1. Baseline model with primary view (FA) only. 2. Intermediate models with PCA on FA and a GEP (2) without a regularizer.

This paper presents an optimization scheme to solve generalized eigenvalue problems (GEP) involving a (nonsmooth) regularizer.

Motivated by these needs, this paper presents an optimization scheme to solve generalized eigenvalue problems (GEP) involving a (nonsmooth) regularizer. We ...

Dec 1, 2015 · Motivated by these needs, this paper presents an optimization scheme to solve generalized eigenvalue problems (GEP) involving a (nonsmooth) ...