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120
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ICML
2008
IEEE
16 years 2 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...
120
Voted
ICRA
2009
IEEE
15 years 8 months ago
2009
IEEE
— This paper addresses the problem of coverage control of a network of mobile sensors. In the current literature, this is commonly formulated as a locational optimization problem...
133
Voted
MLDM
2009
Springer
15 years 8 months ago
2009
Springer
We face the problem of novelty detection from stream data, that is, the identification of new or unknown situations in an ordered sequence of objects which arrive on-line, at cons...
NOMS
2008
IEEE
15 years 8 months ago
2008
IEEE
—Interdomain routes change over time, and it is impressive to observe up to which extent. Routes may change many times in the same day and sometimes in the same hour or minute. S...
108
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SRDS
2007
IEEE
15 years 8 months ago
2007
IEEE
Networked computing systems continue to grow in scale and in the complexity of their components and interactions. Component failures become norms instead of exceptions in these en...