2683 search results - page 374 / 537 » Machine learning problems from optimization perspective |
117
Voted
ALT
2008
Springer
15 years 11 months ago
2008
Springer
In numerous application areas fast growing data sets develop with ever higher complexity and dynamics. A central challenge is to filter the substantial information and to communic...
110
Voted
COLT
2008
Springer
15 years 4 months ago
2008
Springer
In this paper, we investigate stability-based methods for cluster model selection, in particular to select the number K of clusters. The scenario under consideration is that clust...
148
Voted
DAGSTUHL
2007
15 years 4 months ago
2007
Following recent interest in the strong price of anarchy (SPOA), we consider this measure, as well as the well known price of anarchy (POA) for the job scheduling problem on two u...
144
Voted
GECCO
2004
Springer
15 years 8 months ago
2004
Springer
In recent years, the evolution of artificial neural networks or neuroevolution has brought promising results in solving difficult reinforcement learning problems. But, like standa...
104
Voted
BMCBI
2006
15 years 2 months ago
2006
Background: The aim of protein design is to predict amino-acid sequences compatible with a given target structure. Traditionally envisioned as a purely thermodynamic question, thi...