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Tri-Class Support Vector Machines
This package is a set of Matlab scripts and demo video that implements the Tri-Class Support Vector Machines.
Download: Ver 0.94c
How to use? You can run the demo in Matlab by typing: demo_3CSVM
Note
In 3CSVM, we suggest you to download Mosek as the QP solver. Otherwise, you may see the following warnings and cannot attain results as we provided.
Warning: Name is nonexistent or not a directory: xxx.
Warning: Large-scale algorithm does not currently solve this problem formulation, using a medium-scale algorithm instead.
Warning: xxx not found in path.
Boosting Response Aware Model-Based Collaborative Filtering
This package is written in C for the paper, Boosting Response AwareModel-Based Collaborative Filtering, IEEE TKDE, 2015.
Download: Codes
Online Learning for Multi-task Feature Selection
This package is a set of Matlab scripts for the paper, Online Learning forMulti-Task Feature Selection.
Download: Codes
Generalized Multiple Kernel Learning
This package is a set of Matlab scripts for the paper, Generalized Multiple Kernel Learning, IEEE TNNLS, 2013
Download: Codes
Online Learning for Group Lasso
This package is a set of Matlab scripts for the paper, Online Learning for Group Lasso, ICML’10.
Download: Codes
Localized Support Vector Regression
This package is a set of Matlab scripts for the paper, Localized Support Vector Regression, Neurocomputing, 2009.
Download: Codes