1584 search results - page 167 / 317 » Continuous Optimization of Hyper-Parameters |
123
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ICML
2006
IEEE
16 years 5 months ago
2006
IEEE
We address the problem of learning a kernel for a given supervised learning task. Our approach consists in searching within the convex hull of a prescribed set of basic kernels fo...
164
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ICALP
2003
Springer
15 years 9 months ago
2003
Springer
Although evolutionary algorithms (EAs) are widely used in practical optimization, their theoretical analysis is still in its infancy. Up to now results on the (expected) runtime ar...
127
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CP
2009
Springer
15 years 11 months ago
2009
Springer
We introduce Hegel and Fichte’s dialectic as a search meta-heuristic for constraint satisfaction and optimization. Dialectic is an appealing mental concept for local search as it...
150
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EMO
2009
Springer
15 years 11 months ago
2009
Springer
The multi-objective covariance matrix adaptation evolution strategy (MO-CMA-ES) is a variable-metric algorithm for real-valued vector optimization. It maintains a parent population...
144
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GECCO
2009
Springer
15 years 11 months ago
2009
Springer
Geometric Particle Swarm Optimization (GPSO) is a recently introduced formal generalization of traditional Particle Swarm Optimization (PSO) that applies naturally to both continu...