1775 search results - page 119 / 355 » Learning Spectral Clustering |
118
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ICPR
2000
IEEE
16 years 2 months ago
2000
IEEE
Multi-valued neurons are the neural processing elements with complex-valued weights, huge functionality (it is possible to implement on the single neuron arbitrary mapping describ...
106
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ICML
2007
IEEE
16 years 2 months ago
2007
IEEE
In many real-world applications, Euclidean distance in the original space is not good due to the curse of dimensionality. In this paper, we propose a new method, called Discrimina...
114
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COLT
2008
Springer
15 years 3 months ago
2008
Springer
We design and analyze interacting online algorithms for multitask classification that perform better than independent learners whenever the tasks are related in a certain sense. W...
116
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ICML
2010
IEEE
15 years 2 months ago
2010
IEEE
We propose a new dimensionality reduction method, the elastic embedding (EE), that optimises an intuitive, nonlinear objective function of the low-dimensional coordinates of the d...
155
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KDD
2012
ACM
13 years 4 months ago
2012
ACM
Real-world, multiple-typed objects are often interconnected, forming heterogeneous information networks. A major challenge for link-based clustering in such networks is its potent...