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95
Voted
NCA
2010
IEEE
14 years 10 months ago
2010
IEEE
NCA
2010
IEEE
14 years 10 months ago
2010
IEEE
106
Voted
ICML
2010
IEEE
15 years 4 months ago
2010
IEEE
Deep learning has been successfully applied to perform non-linear embedding. In this paper, we present supervised embedding techniques that use a deep network to collapse classes....
121
Voted
NCA
2010
IEEE
15 years 2 months ago
2010
IEEE
The Support Vector Machine (SVM) is an interesting classifier with excellent power of generalization. In this paper, we consider applying the SVM to semi-supervised learning. We p...
118
Voted
NCA
2010
IEEE
14 years 10 months ago
2010
IEEE
Programmability is an increasingly important barrier to the deployment of multi-robot systems, as no prior approach allows routine composition and reuse of general aggregate behavi...