Factor graph

Known as: Factor Graphs 
A factor graph is a bipartite graph representing the factorization of a function. In probability theory and its applications, factor graphs are used… (More)
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Topic mentions per year

1971-2017
05010019712017

Papers overview

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Highly Cited
2010
Highly Cited
2010
“Approximate message passing” (AMP) algorithms have proved to be effective in reconstructing sparse signals from a… (More)
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Highly Cited
2009
Highly Cited
2009
Discriminatively trained undirected graphical models have had wide empirical success, and there has been increasing interest in… (More)
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Highly Cited
2007
Highly Cited
2007
The message-passing approach to model-based signal processing is developed with a focus on Gaussian message passing in linear… (More)
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2007
2007
In this paper, we use the factor-graph framework to describe the statistical relationships that arise in the equalization of data… (More)
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Highly Cited
2006
Highly Cited
2006
We study the computational and sample complexity of parameter and structure learning in graphical models. Our main result shows… (More)
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Highly Cited
2004
Highly Cited
2004
Graphical models such as factor graphs allow a unified approach to a number of key topics in coding and signal processing such as… (More)
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Highly Cited
2002
Highly Cited
2002
Video query by semantic keywords is one of the most challenging research issues in video data management. To go beyond low-level… (More)
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Highly Cited
2001
Highly Cited
2001
Iterative algorithms are an attractive approach to approximating optimal, but high-complexity, joint channel estimation and… (More)
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Review
2001
Review
2001
|Algorithms that must deal with complicated \global" functions of many variables often exploit the manner in which the given… (More)
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Highly Cited
1998
Highly Cited
1998
A factor graph is a bipartite graph that expresses how a global function of several variables factors into a product of local… (More)
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