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ICCBR
2005
Springer
15 years 3 months ago
Cooperative Reuse for Compositional Cases in Multi-agent Systems
Abstract. We present a form of case-based reuse conducive to the cooperation of multiple CBR agents in problem solving. First, we present a form of constructive adaptation for con...
Enric Plaza
COORDINATION
2006
Springer
15 years 1 months ago
Evolution On-the-Fly with Paradigm
The coordination language Paradigm allows for a flexible and orthogonal modeling of interprocess relationships at the architectural level. It is shown how dynamic system adaptation...
Luuk Groenewegen, Erik P. de Vink
COLT
2006
Springer
15 years 1 months ago
Optimal Oracle Inequality for Aggregation of Classifiers Under Low Noise Condition
We consider the problem of optimality, in a minimax sense, and adaptivity to the margin and to regularity in binary classification. We prove an oracle inequality, under the margin ...
Guillaume Lecué
PAMI
2010
132views more  PAMI 2010»
14 years 8 months ago
Maximum Likelihood Model Selection for 1-Norm Soft Margin SVMs with Multiple Parameters
—Adapting the hyperparameters of support vector machines (SVMs) is a challenging model selection problem, especially when flexible kernels are to be adapted and data are scarce....
Tobias Glasmachers, Christian Igel
SEKE
2009
Springer
15 years 4 months ago
Resource Allocation for a Modular Software System
Most existing software optimization research assumes advance knowledge of the component parameters. Perfect future knowledge of fault detection is an unnecessary oversimplificati...
Lance Fiondella, Swapna S. Gokhale