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» The Lifted Newton Method and Its Application in Optimization
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ICML
2007
IEEE
14 years 9 months ago
On the value of pairwise constraints in classification and consistency
In this paper we consider the problem of classification in the presence of pairwise constraints, which consist of pairs of examples as well as a binary variable indicating whether...
Jian Zhang, Rong Yan
ASPDAC
1998
ACM
86views Hardware» more  ASPDAC 1998»
14 years 1 months ago
Parallelization in Co-Compilation for Configurable Accelerators
— The paper introduces a novel co-compiler and its “vertical” parallelization method, including a general model for co-operating host/accelerator platforms and a new parallel...
Jürgen Becker, Reiner W. Hartenstein, Michael...
ROBOTICA
2002
72views more  ROBOTICA 2002»
13 years 8 months ago
Point-to-Point trajectory planning of flexible redundant robot manipulators using genetic algorithms
: The paper focuses on the problem of point-to-point trajectory planning for flexible redundant robot manipulators (FRM) in joint space. Compared with irredundant flexible manipula...
Shigang Yue, Dominik Henrich, W. L. Xu, S. K. Tso
IJCNN
2007
IEEE
14 years 3 months ago
Parallel Learning of Large Fuzzy Cognitive Maps
— Fuzzy Cognitive Maps (FCMs) are a class of discrete-time Artificial Neural Networks that are used to model dynamic systems. A recently introduced supervised learning method, wh...
Wojciech Stach, Lukasz A. Kurgan, Witold Pedrycz
CEC
2007
IEEE
14 years 3 months ago
Bayesian inference in estimation of distribution algorithms
— Metaheuristics such as Estimation of Distribution Algorithms and the Cross-Entropy method use probabilistic modelling and inference to generate candidate solutions in optimizat...
Marcus Gallagher, Ian Wood, Jonathan M. Keith, Geo...