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» A Double-Loop Algorithm to Minimize the Bethe Free Energy
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78
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NIPS
2000
14 years 11 months ago
Generalized Belief Propagation
In an important recent paper, Yedidia, Freeman, and Weiss [11] showed that there is a close connection between the belief propagation algorithm for probabilistic inference and the...
Jonathan S. Yedidia, William T. Freeman, Yair Weis...
92
Voted
NAR
2007
129views more  NAR 2007»
14 years 9 months ago
taveRNA: a web suite for RNA algorithms and applications
We present taveRNA, a web server package that hosts three RNA web services: alteRNA, inteRNA and pRuNA. alteRNA is a new alternative for RNA secondary structure prediction. It is ...
Cagri Aksay, Raheleh Salari, Emre Karakoç, ...
75
Voted
NIPS
2000
14 years 11 months ago
Using Free Energies to Represent Q-values in a Multiagent Reinforcement Learning Task
The problem of reinforcement learning in large factored Markov decision processes is explored. The Q-value of a state-action pair is approximated by the free energy of a product o...
Brian Sallans, Geoffrey E. Hinton
95
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ICASSP
2011
IEEE
14 years 2 months ago
Fast adaptive variational sparse Bayesian learning with automatic relevance determination
In this work a new adaptive fast variational sparse Bayesian learning (V-SBL) algorithm is proposed that is a variational counterpart of the fast marginal likelihood maximization ...
Dmitriy Shutin, Thomas Buchgraber, Sanjeev R. Kulk...
71
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JCC
2008
85views more  JCC 2008»
14 years 10 months ago
Minimal molecular surfaces and their applications
Abstract: This article presents a novel concept, the minimal molecular surface (MMS), for the theoretical modeling of biomolecules. The MMS can be viewed as a result of the surface...
P. W. Bates, G. W. Wei, Shan Zhao