7040 search results - page 1093 / 1408 » The Single Model Principle |
180
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ICDM
2007
IEEE
16 years 27 days ago
2007
IEEE
We present an extension to the Lasso [9] for binary classification problems with ordered attributes. Inspired by the Fused Lasso [8] and the Group Lasso [10, 4] models, we aim to...
215
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IJCNN
2007
IEEE
16 years 27 days ago
2007
IEEE
Abstract— The optimal model parameters of a kernel machine are typically given by the solution of a convex optimisation problem with a single global optimum. Obtaining the best p...
165
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IPPS
2003
IEEE
15 years 12 months ago
2003
IEEE
Widespread adaptation of shared memory programming for High Performance Computing has been inhibited by a lack of standardization and the resulting portability problems between pl...
157
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ADC
2003
Springer
15 years 11 months ago
2003
Springer
Minkowski-sum cost model indicates that balanced data partitioning is not beneficial for high dimensional data. Thus we study several unbalanced partitioning methods and propose ...
186
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ICDCS
2002
IEEE
15 years 11 months ago
2002
IEEE
Data mining systems aim to discover patterns and extract useful information from facts recorded in databases. A widely adopted approach is to apply machine learning algorithms to ...