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Compressive Classifier

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Compressive Classifier

by Angshul Majumdar

 

07 Jun 2009

Classifiers Robust to Dimensionality Reduction via Random Projections

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Description

SC - Sparse Classifier
FSC - Fast Sparse Classifier
GSC - Group Sparse Classifier
FGSC - Fast Group Sparse Classifier
NSC - Nearest Subspace Classifier

Requires SPGL1 - http://www.cs.ubc.ca/labs/scl/spgl1/
Requires Sparsify - http://www.see.ed.ac.uk/~tblumens/sparsify/sparsify.html
Requires GroupSparseBox - http://www.mathworks.com/matlabcentral/fileexchange/22771
MATLAB release MATLAB 7.4 (R2007a)
Other requirements Requires SPGL1 - http://www.cs.ubc.ca/labs/scl/spgl1/ Requires Sparsify - http://www.see.ed.ac.uk/~tblumens/sparsify/sparsify.html Requires GroupSparseBox - http://www.mathworks.com/matlabcentral/fileexchange/22771
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Tag Activity for this File
Tag Applied By Date/Time
image processing Angshul Majumdar 08 Jun 2009 10:12:59
signal processing Angshul Majumdar 08 Jun 2009 10:12:59
optimization Angshul Majumdar 08 Jun 2009 10:12:59
simulation Angshul Majumdar 08 Jun 2009 10:12:59
classification Angshul Majumdar 08 Jun 2009 10:12:59

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