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CORR
2008
Springer
99views Education» more  CORR 2008»
15 years 20 days ago
When is there a representer theorem? Vector versus matrix regularizers
We consider a general class of regularization methods which learn a vector of parameters on the basis of linear measurements. It is well known that if the regularizer is a nondecr...
Andreas Argyriou, Charles A. Micchelli, Massimilia...
110
Voted
CORR
2006
Springer
92views Education» more  CORR 2006»
15 years 19 days ago
Personal Information Ecosystems and Implications for Design
Today, people use multiple devices to fulfill their information needs. However, designers design each device individually, without accounting for the other devices that users may ...
Manas Tungare, Pardha S. Pyla, Manuel A. Pé...
102
Voted
CEC
2005
IEEE
15 years 6 months ago
A quantitative approach for validating the building-block hypothesis
The building blocks are common structures of high-quality solutions. Genetic algorithms often assume the building-block hypothesis. It is hypothesized that the high-quality solutio...
Chatchawit Aporntewan, Prabhas Chongstitvatana
ML
2008
ACM
162views Machine Learning» more  ML 2008»
15 years 16 days ago
Incorporating prior knowledge in support vector regression
This paper explores the addition of constraints to the linear programming formulation of the support vector regression problem for the incorporation of prior knowledge. Equality an...
Fabien Lauer, Gérard Bloch
EMSOFT
2010
Springer
14 years 10 months ago
Resource adaptations with servers for hard real-time systems
Many real-time applications are designed to work in different operating modes each characterized by different functionality and resource demands. With each mode change, resource d...
Nikolay Stoimenov, Lothar Thiele, Luca Santinelli,...