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110
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ICML
2010
IEEE
15 years 1 months ago
2010
IEEE
We investigate the sparse eigenvalue problem which arises in various fields such as machine learning and statistics. Unlike standard approaches relying on approximation of the l0n...
CORR
2008
Springer
15 years 1 months ago
2008
Springer
The observation and modeling of natural Complex Systems (CSs) like the human nervous system, the evolution or the weather, allows the definition of special abilities and models re...
115
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ASIAMS
2007
IEEE
15 years 7 months ago
2007
IEEE
The shortest capacitated path problem is a well known problem in the networking area, having a wide range of applications. In the shortest capacitated path problem, a traffic flow...
105
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WEA
2004
Springer
15 years 6 months ago
2004
Springer
Abstract. The maximum diversity problem (MDP) consists of identifying optimally diverse subsets of elements from some larger collection. The selection of elements is based on the d...
118
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FSTTCS
2006
Springer
15 years 5 months ago
2006
Springer
Abstract. Stochastic optimization is a leading approach to model optimization problems in which there is uncertainty in the input data, whether from measurement noise or an inabili...