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224
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CIMAGING
2009
15 years 8 months ago
2009
The Dantzig selector is a near ideal estimator for recovery of sparse signals from linear measurements in the presence of noise. It is a convex optimization problem which can be r...
216
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ECAI
2010
Springer
15 years 8 months ago
2010
Springer
Abstract. Deep Neural Networks (DNN) propose a new and efficient ML architecture based on the layer-wise building of several representation layers. A critical issue for DNNs remain...
168
Voted
ECAI
2010
Springer
15 years 8 months ago
2010
Springer
Abstract. Belief merging is often described as the process of defining a base which best represents the beliefs of a group of agents (a profile of belief bases). The resulting base...
200
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ERCIMDL
2010
Springer
15 years 8 months ago
2010
Springer
Invenio is the web-based integrated digital library system developed at CERN. Within this framework, we present four types of ranking models based on the citation graph that comple...
178
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CONEXT
2009
ACM
15 years 8 months ago
2009
ACM
Enterprise and data center networks consist of a large number of complex networked applications and services that depend upon each other. For this reason, they are difficult to ma...