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153
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NIPS
2004
15 years 8 months ago
2004
We consider the semi-supervised learning problem, where a decision rule is to be learned from labeled and unlabeled data. In this framework, we motivate minimum entropy regulariza...
133
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AAAI
1997
15 years 7 months ago
1997
Recent research in machine learning has focused on supervised induction for simple classi cation and reinforcement learning for simple reactive behaviors. In the process, the eld ...
163
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ISBI
2008
IEEE
16 years 7 months ago
2008
IEEE
We study the influence of the choice of template in tensorbased morphometry. Using 3D brain MR images from 10 monozygotic twin pairs, we defined a tensor-based distance in the log...
177
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ILP
2004
Springer
15 years 12 months ago
2004
Springer
Abstract. This paper introduces Deft, a new multitask learning approach for rule learning algorithms. Like other multitask learning systems, the one proposed here is able to improv...
191
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ICS
2007
Tsinghua U.
16 years 20 days ago
2007
Tsinghua U.
Observing the workload on a computer system during a short (but not too short) time interval may lead to distributions that are significantly different from those that would be o...