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PR
2007
104views more  PR 2007»
14 years 9 months ago
Optimizing resources in model selection for support vector machine
Tuning SVM hyperparameters is an important step in achieving a high-performance learning machine. It is usually done by minimizing an estimate of generalization error based on the...
Mathias M. Adankon, Mohamed Cheriet
CPAIOR
2007
Springer
15 years 3 months ago
Generalizations of the Global Cardinality Constraint for Hierarchical Resources
Abstract. We propose generalizations of the Global Cardinality Constraint (gcc) in which a partition of the variables is given. In the context of resource allocation problems, such...
Alessandro Zanarini, Gilles Pesant
CORR
2007
Springer
91views Education» more  CORR 2007»
14 years 9 months ago
Optimal Watermark Embedding and Detection Strategies Under Limited Detection Resources
We propose an information–theoretic approach to the watermark embedding and detection under limited detector resources. First, we present asymptotically optimal decision regions...
Neri Merhav, Erez Sabbag
GLVLSI
2002
IEEE
109views VLSI» more  GLVLSI 2002»
15 years 2 months ago
Minimizing resources in a repeating schedule for a split-node data-flow graph
Many computation-intensive or recursive applications commonly found in digital signal processing and image processing applications can be represented by data-flow graphs (DFGs). ...
Timothy W. O'Neil, Edwin Hsing-Mean Sha
CP
2003
Springer
15 years 2 months ago
Scheduling in the Face of Uncertain Resource Consumption and Utility
We discuss the problem of scheduling tasks that consume uncertain amounts of a resource with known capacity and where the tasks have uncertain utility. In these circumstances, we w...
Jeremy Frank, Richard Dearden