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Convex transduction with the normalized cut
Published on 2007-02-253480 Views
We discuss approaches to transduction based on graph cut cost functions. More specifically, we focus on the normalized cut, which is the cost function of choice in many clustering applications, notabl
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Presentation
Convex transduction with the Normalized Cut00:02
Motivation01:01
Overview03:23
The Normalized Cut for Clustering04:06
A spectral relaxation08:02
An SDP relaxation09:54
Transduction based on the Normalized Cut12:44
A combined approach15:16
Experiments & conclusions18:29