337 search results - page 48 / 68 » Sparse Optimization for Second Order Kernel Methods |
GECCO
2007
Springer
14 years 2 months ago
2007
Springer
Real life optimization problems often require finding optimal solution to complex high dimensional, multimodal problems involving computationally very expensive fitness function e...
BMCBI
2008
13 years 8 months ago
2008
Background: Similarity inference, one of the main bioinformatics tasks, has to face an exponential growth of the biological data. A classical approach used to cope with this data ...
EURODAC
1994
IEEE
14 years 17 days ago
1994
IEEE
In performance-driven interconnect design, delay estimators are used to determine both the topology and the layout of good routing trees. We address the class of moment-matching, ...
GECCO
2009
Springer
14 years 1 months ago
2009
Springer
Given the complexity of the problem, genetic algorithms are one of the more promising methods of discovering control schemes for soft robotics. Since physically embodied evolution...
JMLR
2012
11 years 11 months ago
2012
In this paper, we propose a second order optimization method to learn models where both the dimensionality of the parameter space and the number of training samples is high. In ou...