Project details for Logistic regression with dual spectral regularization

Logo Logistic regression with dual spectral regularization 1.0

by ryota - April 27, 2008, 08:44:51 CET [ Project Homepage BibTeX BibTeX for corresponding Paper Download ]

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Description:

It solves a classification problem over symmetric matrices with dual spectral norm (trace norm) regularization using a simple interior point method. It was successfully applied to single trial EEG classification problem in the context of brain-computer interfacing (BCI).

Changes to previous version:

Initial Announcement on mloss.org.

BibTeX Entry: Download
Corresponding Paper BibTeX Entry: Download
URL: Project Homepage
Supported Operating Systems: Linux, Macosx, Windows, Unix
Data Formats: None
Tags: Eeg, Classification, Convex Optimization, Interior Point Method, Trace Norm
Archive: download here

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