/iccv2015_sjh

Seong Jae Hwang ICCV 2015 - Projection Free method for Generalized Eigenvalue Problem with a nonsmooth Regularizer (ICCV 2015)

Primary LanguageMATLAB

A Projection free method for Generalized Eigenvalue Problem with a nonsmooth Regularizer (ICCV 2015)

Seong Jae Hwang
sjh@cs.wisc.edu
http://pages.cs.wisc.edu/~sjh/

A Projection free method for Generalized Eigenvalue Problem with a nonsmooth Regularizer (ICCV 2015)
http://www.cv-foundation.org/openaccess/content_iccv_2015/html/Hwang_A_Projection_Free_ICCV_2015_paper.html

Included:

  1. script_test.m: Matlab script for basic use of the code. Simply type:
    run script_test.m

    ** Please understand that the dataset used in the paper cannot be publically released. The script contains a random matrix example to demonstrate the functionality of the algorithm.

  2. RGEP.m: Main code for Regularized-generalized eigenvalue problem (R-GEP).

  3. partial_trace_grad.m: Function for computing partial gradient of trace internally used in the script/code.

For questions, please contact:
Seong Jae Hwang
sjh@cs.wisc.edu