5331 search results - page 419 / 1067 » Algebraic Methods for Optimization Problems |
190
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GECCO
2008
Springer
15 years 8 months ago
2008
Springer
A possible alternative to fine topology tuning for Neural Network (NN) optimization is to use Echo State Networks (ESNs), recurrent NNs built upon a large reservoir of sparsely r...
173
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FOCS
2005
IEEE
16 years 13 days ago
2005
IEEE
Stochastic optimization problems provide a means to model uncertainty in the input data where the uncertainty is modeled by a probability distribution over the possible realizatio...
170
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ICCS
2004
Springer
16 years 6 days ago
2004
Springer
We consider a kernel-based approach to nonlinear classification that coordinates the generation of “synthetic” points (to be used in the kernel) with “chunking” (working wi...
183
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ACCV
2010
Springer
15 years 1 months ago
2010
Springer
Abstract. We propose a novel method to detect human poses in videos by concurrently optimizing body part matching and object segmentation. With a single exemplar image, the propose...
332
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TKDE
2012
13 years 9 months ago
2012
—The pairwise constraints specifying whether a pair of samples should be grouped together or not have been successfully incorporated into the conventional clustering methods such...