270 search results - page 11 / 54 » Large-Scale Many-Class Learning |
129
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ICML
2010
IEEE
15 years 3 months ago
2010
IEEE
Surprisingly, console logs rarely help operators detect problems in large-scale datacenter services, for they often consist of the voluminous intermixing of messages from many sof...
125
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ICML
2008
IEEE
16 years 3 months ago
2008
IEEE
We show how the regularizer of Transductive Support Vector Machines (TSVM) can be trained by stochastic gradient descent for linear models and multi-layer architectures. The resul...
126
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ECTEL
2006
Springer
15 years 6 months ago
2006
Springer
All students of the Hellenic Open University (HOU) attend undergraduate and postgraduate courses at a distance. The lack of a live academic community is reported by many as a drawb...
139
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ECML
2006
Springer
15 years 4 months ago
2006
Springer
This paper presents a decomposition method for efficiently constructing 1-norm Support Vector Machines (SVMs). The decomposition algorithm introduced in this paper possesses many d...
115
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AGILEDC
2007
IEEE
15 years 8 months ago
2007
IEEE
Salesforce.com has recently completed an agile transformation of a two hundred person team within a three month window. This is one of the largest and fastest “big-bang” agile...