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Advanced Mean Field Methods

EDITED BOOK published 8 June 2001

Editors: Manfred Opper | David Saad

https://doi.org/10.7551/mitpress/1100.001.0001 Actions

Introduction

BOOK CHAPTER published 8 June 2001 in Advanced Mean Field Methods

Authors: Manfred Opper | David Saad

https://doi.org/10.7551/mitpress/1100.003.0005 Actions

From Naive Mean Field Theory to the TAP Equations

BOOK CHAPTER published 8 June 2001 in Advanced Mean Field Methods

Authors: Manfred Opper | Ole Winther

https://doi.org/10.7551/mitpress/1100.003.0006 Actions

Adaptive TAP Equations

BOOK CHAPTER published 8 June 2001 in Advanced Mean Field Methods

Authors: Manfred Opper | Ole Winther

https://doi.org/10.7551/mitpress/1100.003.0011 Actions

TAP for Parity Check Error Correcting Codes

BOOK CHAPTER published 8 June 2001 in Advanced Mean Field Methods

Authors: David Saad | Yoshiyuki Kabashima | Renato Vicente

https://doi.org/10.7551/mitpress/1100.003.0010 Actions

The TAP Approach to Intensive and Extensive Connectivity Systems

BOOK CHAPTER published 8 June 2001 in Advanced Mean Field Methods

Authors: Yoshiyuki Kabashima | David Saad

https://doi.org/10.7551/mitpress/1100.003.0009 Actions

Acknowledgments

OTHER published 8 June 2001 in Advanced Mean Field Methods

https://doi.org/10.7551/mitpress/1100.003.0004 Actions

Contributors

OTHER published 8 June 2001 in Advanced Mean Field Methods

https://doi.org/10.7551/mitpress/1100.003.0003 Actions

An Idiosyncratic Journey Beyond Mean Field Theory

BOOK CHAPTER published 8 June 2001 in Advanced Mean Field Methods

Authors: Jonathan S. Yedidia

https://doi.org/10.7551/mitpress/1100.003.0007 Actions

Information Geometry of Mean-Field Approximation

BOOK CHAPTER published 8 June 2001 in Advanced Mean Field Methods

Authors: Toshiyuki Tanaka

https://doi.org/10.7551/mitpress/1100.003.0021 Actions

[ Front Matter ]

OTHER published 8 June 2001 in Advanced Mean Field Methods

https://doi.org/10.7551/mitpress/1100.003.0022 Actions

Mean Field Theory for Graphical Models

BOOK CHAPTER published 8 June 2001 in Advanced Mean Field Methods

Authors: Hilbert J. Kappen | Wim J. Wiegerinck

https://doi.org/10.7551/mitpress/1100.003.0008 Actions

Foreword

OTHER published 8 June 2001 in Advanced Mean Field Methods

Authors: Michael I. Jordan

https://doi.org/10.7551/mitpress/1100.003.0002 Actions

Tutorial on Variational Approximation Methods

BOOK CHAPTER published 8 June 2001 in Advanced Mean Field Methods

Authors: Tommi S. Jaakkola

https://doi.org/10.7551/mitpress/1100.003.0014 Actions

Tractable Approximate Belief Propagation

BOOK CHAPTER published 8 June 2001 in Advanced Mean Field Methods

Authors: David Barber

https://doi.org/10.7551/mitpress/1100.003.0017 Actions

Mean-field Theory of Learning: From Dynamics to Statistics

BOOK CHAPTER published 8 June 2001 in Advanced Mean Field Methods

Authors: K. Y. Michael Wong | S. Li | Peixun Luo

https://doi.org/10.7551/mitpress/1100.003.0012 Actions

Comparing the Mean Field Method and Belief Propagation for Approximate Inference in MRFs

BOOK CHAPTER published 8 June 2001 in Advanced Mean Field Methods

Authors: Yair Weiss

https://doi.org/10.7551/mitpress/1100.003.0019 Actions

Graphical Models and Variational Methods

BOOK CHAPTER published 8 June 2001 in Advanced Mean Field Methods

Authors: Zoubin Ghahramani | Matthew J. Beal

https://doi.org/10.7551/mitpress/1100.003.0015 Actions

Series Foreword

OTHER published 8 June 2001 in Advanced Mean Field Methods

Authors: Michael I. Jordan | Sara I. Solla

https://doi.org/10.7551/mitpress/1100.003.0001 Actions

Information Geometry of Alpha-Projection in Mean Field Approximation

BOOK CHAPTER published 8 June 2001 in Advanced Mean Field Methods

Authors: Shun-ichi Amari | Shiro Ikeda | Hidetoshi Shimokawa

https://doi.org/10.7551/mitpress/1100.003.0020 Actions
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