127 search results - page 24 / 26 » Bayesian Evolutionary Optimization Using Helmholtz Machines |
ICML
2009
IEEE
14 years 10 months ago
2009
IEEE
We present a general Bayesian framework for hyperparameter tuning in L2-regularized supervised learning models. Paradoxically, our algorithm works by first analytically integratin...
GECCO
2008
Springer
13 years 11 months ago
2008
Springer
Recent advances in XCS technology have shown that selfadaptive mutation can be highly useful to speed-up the evolutionary progress in XCS. Moreover, recent publications have shown...
ICASSP
2007
IEEE
14 years 4 months ago
2007
IEEE
Protein structure prediction aims to determine the three-dimensional structure of proteins form their amino acid sequences. When a protein does not have similarity (homology) to a...
MANSCI
2007
13 years 9 months ago
2007
Selection procedures are used in a variety of applications to select the best of a finite set of alternatives. ‘Best’ is defined with respect to the largest mean, but the me...
GECCO
2009
Springer
14 years 4 months ago
2009
Springer
The concept of artificial evolution has been applied to numerous real world applications in different domains. In this paper, we use this concept in the domain of virology to ev...