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BIRD
2008
Springer
158views Bioinformatics» more  BIRD 2008»
15 years 4 months ago
A Computational Method for Reconstructing Gapless Metabolic Networks
Abstract. We propose a computational method for reconstructing metabolic networks. The method utilizes optimization techniques and graph traversal algorithms to discover a set of b...
Esa Pitkänen, Ari Rantanen, Juho Rousu, Esko ...
SIAMSC
2008
127views more  SIAMSC 2008»
15 years 2 months ago
Fast (Structured) Newton Computations
Abstract. Many vector-valued functions, representing expensive computations, are also structured computations. In this case the calculation of the Newton step can be greatly accele...
Thomas F. Coleman, Wei Xu
GRAMMARS
2002
119views more  GRAMMARS 2002»
15 years 2 months ago
Computational Complexity of Probabilistic Disambiguation
Recent models of natural language processing employ statistical reasoning for dealing with the ambiguity of formal grammars. In this approach, statistics, concerning the various li...
Khalil Sima'an
PAMI
2007
129views more  PAMI 2007»
15 years 1 months ago
Algorithmic Differentiation: Application to Variational Problems in Computer Vision
Abstract— Many vision problems can be formulated as minimization of appropriate energy functionals. These energy functionals are usually minimized, based on the calculus of varia...
Thomas Pock, Michael Pock, Horst Bischof
PC
2010
145views Management» more  PC 2010»
15 years 24 days ago
GPU computing with Kaczmarz's and other iterative algorithms for linear systems
The graphics processing unit (GPU) is used to solve large linear systems derived from partial differential equations. The differential equations studied are strongly convection-...
Joseph M. Elble, Nikolaos V. Sahinidis, Panagiotis...