2683 search results - page 28 / 537 » Machine learning problems from optimization perspective |
GECCO
2007
Springer
14 years 27 days ago
2007
Springer
In this study we deal with the mixing problem, which concerns combining the prediction of independently trained local models to form a global prediction. We deal with it from the ...
AIEDAM
1998
13 years 8 months ago
1998
Gradient-based numerical optimization of complex engineering designs offers the promise of rapidly producing better designs. However, such methods generally assume that the object...
ICPR
2006
IEEE
14 years 10 months ago
2006
IEEE
In this paper we propose a practical and efficient method for finding the globally optimal solution to the problem of camera pose estimation for calibrated cameras. While traditio...
ECML
2007
Springer
14 years 3 months ago
2007
Springer
In this paper we investigate the relation between transfer learning in reinforcement learning with function approximation and supervised learning with concept drift. We present a n...
IEAAIE
2010
Springer
13 years 7 months ago
2010
Springer
Abstract. Machine learning methods were successfully applied in recent years for detecting new and unseen computer viruses. The viruses were, however, detected in small virus loade...