# Belief propagation

## Papers overview

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Highly Cited

2009

Highly Cited

2009

- AISTATS
- 2009

The popularity of particle filtering for inference in Markov chain models defined over random variables with very large orâ€¦Â (More)

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Highly Cited

2009

Highly Cited

2009

- UAI
- 2009

A major benefit of graphical models is that most knowledge is captured in the model structure. Many models, however, produceâ€¦Â (More)

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Highly Cited

2008

Highly Cited

2008

- AAAI
- 2008

Unifying first-order logic and probability is a long-standi g goal of AI, and in recent years many representations combiningâ€¦Â (More)

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Highly Cited

2005

Highly Cited

2005

- IEEE Transactions on Information Theory
- 2005

Important inference problems in statistical physics, computer vision, error-correcting coding theory, and artificial intelligenceâ€¦Â (More)

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Highly Cited

2003

Highly Cited

2003

- ICCV
- 2003

Recent stereo algorithms have achieved impressive results by modelling the disparity image as a Markov Random Field (MRF). Anâ€¦Â (More)

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Highly Cited

2002

Highly Cited

2002

- Conference Record of the Thirty-Sixth Asilomarâ€¦
- 2002

In this paper, we propose a shuffled version of the belief propagation (BP) algorithm for the decoding of low-density parityâ€¦Â (More)

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Highly Cited

2000

Highly Cited

2000

- NIPS
- 2000

Yair Weiss Computer Science Division UC Berkeley, 485 Soda Hall Berkeley, CA 94720-1776 Phone: 510-642-5029 yweiss@cs.berkeleyâ€¦Â (More)

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Highly Cited

1999

Highly Cited

1999

- UAI
- 1999

Recently, researchers have demonstrated that "loopy belief propagation" the use of Pearl's polytree algorithm in a Bayesianâ€¦Â (More)

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Highly Cited

1999

Highly Cited

1999

- Neural Computation
- 1999

Graphical models, such as Bayesian networks and Markov random fields, represent statistical dependencies of variables by a graphâ€¦Â (More)

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Highly Cited

1998

Highly Cited

1998

- IEEE Journal on Selected Areas in Communications
- 1998

In this paper, we will describe the close connection between the now celebrated iterative turbo decoding algorithm of Berrou etâ€¦Â (More)

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