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The Convex Concave Procedure

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If you have a question about this talk, please contact Shakir Mohamed.

I will present the following paper:

http://www.mitpressjournals.org/doi/pdf/10.1162/08997660260028674

Here is a shorter pre-print:

http://eprints.kfupm.edu.sa/29403/1/29403.pdf

The paper describes a procedure for minimizing the difference between convex functions, and applies it to improve the convergence of BP and GBP .

This talk is part of the Machine Learning Reading Group @ CUED series.

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