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» A Parallel Version for the Propagation Algorithm
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CORR
2010
Springer
153views Education» more  CORR 2010»
13 years 7 months ago
GraphLab: A New Framework for Parallel Machine Learning
Designing and implementing efficient, provably correct parallel machine learning (ML) algorithms is challenging. Existing high-level parallel abstractions like MapReduce are insuf...
Yucheng Low, Joseph Gonzalez, Aapo Kyrola, Danny B...
CDC
2008
IEEE
137views Control Systems» more  CDC 2008»
14 years 2 months ago
On the stability of the Foschini-Miljanic algorithm with time-delays
— Many of the distributed power control algorithms for wireless networks in the literature ignore the fact that while the algorithms necessitate communication among users, propag...
Themistoklis Charalambous, Ioannis Lestas, Glenn V...
GECCO
2007
Springer
201views Optimization» more  GECCO 2007»
14 years 1 months ago
A parallel framework for loopy belief propagation
There are many innovative proposals introduced in the literature under the evolutionary computation field, from which estimation of distribution algorithms (EDAs) is one of them....
Alexander Mendiburu, Roberto Santana, Jose Antonio...
ESTIMEDIA
2008
Springer
13 years 9 months ago
Parallelization of belief propagation method on embedded multicore processors for stereo vision
Markov random field models provide a robust formulation of low-level vision problems. Among the problems, stereo vision remains the most investigated field. The belief propagation...
Chi-Hua Lai, Kun-Yuan Hsieh, Shang-Hon Lai, Jenq K...
IPPS
1995
IEEE
13 years 11 months ago
Symbolic range propagation
Abstract. To e ectively parallelize real programs, parallelizing compilers need powerful symbolic analysis techniques 13, 6 . In previous work we have introduced an algorithm calle...
William Blume, Rudolf Eigenmann