University of Cambridge > > Machine Learning Reading Group @ CUED > The Fractional Belief Propagation menace

The Fractional Belief Propagation menace

Add to your list(s) Download to your calendar using vCal

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.

Tell a friend about this talk:

This talk is included in these lists:

Note that ex-directory lists are not shown.


© 2006-2024, University of Cambridge. Contact Us | Help and Documentation | Privacy and Publicity