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ICML
2005
IEEE
16 years 4 months ago
2005
IEEE
The use of Bayesian networks for classification problems has received significant recent attention. Although computationally efficient, the standard maximum likelihood learning me...
217
Voted
ICAART
2010
INSTICC
16 years 17 days ago
2010
INSTICC
There has been a lot of recent work on Bayesian methods for reinforcement learning exhibiting near-optimal online performance. The main obstacle facing such methods is that in most...
150
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ICASSP
2009
IEEE
15 years 10 months ago
2009
IEEE
Abstract –In this paper, a variational message passing framework is proposed for Markov random fields, which is computationally more efficient and admits wider applicability comp...
130
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GCC
2003
Springer
15 years 8 months ago
2003
Springer
Despite the growth of Internet and the advances in WWW technology, current methods for web users to make good use of information from so enormous web pages are not as efficient as ...
120
Voted
ICIP
1998
IEEE
15 years 7 months ago
1998
IEEE
In this paper we propose a method for discrimination of underlying textural structures from spotlight-mode synthetic aperture radar (SAR) returns by using a tomographic data acqui...