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142
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DAC
2005
ACM
16 years 7 months ago
2005
ACM
Covering problems arise in many areas of electronic design automation such as logic minimization and technology mapping. An exact solution can critically impact both size and perf...
140
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ICML
2005
IEEE
16 years 7 months ago
2005
IEEE
We introduce a family of kernels on discrete data structures within the general class of decomposition kernels. A weighted decomposition kernel (WDK) is computed by dividing objec...
162
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ICML
2005
IEEE
16 years 7 months ago
2005
IEEE
MDPs are an attractive formalization for planning, but realistic problems often have intractably large state spaces. When we only need a partial policy to get from a fixed start s...
170
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ICML
2005
IEEE
16 years 7 months ago
2005
IEEE
In this paper, we extend the recently proposed Core Vector Machine algorithm to the regression setting by generalizing the underlying minimum enclosing ball problem. The resultant...
195
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ICML
2005
IEEE
16 years 7 months ago
2005
IEEE
This paper presents an approach to build Sparse Large Margin Classifiers (SLMC) by adding one more constraint to the standard Support Vector Machine (SVM) training problem. The ad...