GitHub - vishalbelsare/bsdr: Bayesian Supervised Dimensionality Reduction

vishalbelsare / bsdr Public

forked from mehmetgonen/bsdr

Notifications You must be signed in to change notification settings
Fork 0
Star 0

Bayesian Supervised Dimensionality Reduction

Notifications

Name		Name	Last commit message	Last commit date
Latest commit History 6 Commits
README		README
bsdr_supervised_multiclass_classification_variational_test.m		bsdr_supervised_multiclass_classification_variational_test.m
bsdr_supervised_multiclass_classification_variational_train.m		bsdr_supervised_multiclass_classification_variational_train.m
demo.m		demo.m

Repository files navigation

This repository contains Matlab implementation of the algorithm proposed in "Bayesian Supervised Dimensionality Reduction", which is appearing in IEEE Transactions on Cybernetics.

demo.m file shows how to use the algorithm.

BSDR methods
------------
* bsdr_supervised_multiclass_classification_variational_train.m => training procedure
* bsdr_supervised_multiclass_classification_variational_test.m => test procedure

If you use the algorithm implemented in this repository, please cite the following paper:

Mehmet Gonen. Bayesian Supervised Dimensionality Reduction. IEEE Transactions on Cybernetics, 43(6):2179-2189, 2013.