Partition function (mathematics)

Known as: Partition function, Partition function (probability), Partition functional 
The partition function or configuration integral, as used in probability theory, information theory and dynamical systems, is a generalization of the… (More)
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Highly Cited
2015
Highly Cited
2015
We consider the problem of depth estimation from a single monocular image in this work. It is a challenging task as no reliable… (More)
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2010
2010
We provide evidence that it is computationally difficult to approximate the partition function of the ferromagnetic q-state Potts… (More)
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Highly Cited
2008
Highly Cited
2008
Deep Belief Networks (DBN's) are generative models that contain many layers of hidden variables. Efficient greedy algorithms for… (More)
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Highly Cited
2005
Highly Cited
2005
In 1944, Freeman Dyson initiated the study of ranks of integer partitions. Here we solve the classical problem of obtaining… (More)
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Highly Cited
2005
Highly Cited
2005
For many large undirected models that arise in real-world applications, exact maximumlikelihood training is intractable, because… (More)
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Highly Cited
2003
Highly Cited
2003
Nucleic acid secondary structure models usually exclude pseudoknots due to the difficulty of treating these nonnested structures… (More)
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Highly Cited
2003
Highly Cited
2003
We study N = 2 supersymmetric four dimensional gauge theories, in a certain N = 2 supergravity background, called Ω-background… (More)
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Highly Cited
2000
Highly Cited
2000
This work provides an exact characterization across crys tal lattices of the computational tractability frontier for the… (More)
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Highly Cited
1992
Highly Cited
1992
The standard Einstein-Maxwell equations in 2+1 spacetime dimensions, with a negative cosmological constant, admit a black hole… (More)
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Highly Cited
1989
Highly Cited
1989
A randomised approximation scheme for the permanent of a 0-1 matrix is presented. The task of estimating a permanent is reduced… (More)
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