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The Fractional Belief Propagation menace

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

The Fractional Belief Propagation (FBP) message updates keep arising in various contexts. In this lecture I will try to give an overview of some different ways to derive and motivate FBP .

Attendees may want to skim the following papers:

Wiegerinck, Heskes – Fractional Belief Propagation

Wainwright et al – A new class of upper bounds on the log partition function

Minka – Divergence measures and message passing

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

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