768 search results - page 89 / 154 » Information Geometry of Neural Networks |
140
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IJCNN
2006
IEEE
15 years 10 months ago
2006
IEEE
— Neuronal morphology plays a crucial role in the information processing capabilities of neurons. Despite the importance of morphology for neural functionality, biological data i...
168
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ICIP
2003
IEEE
16 years 5 months ago
2003
IEEE
For effective retrieval of visual information, statistical learning plays a pivotal role. Statistical learning in such a context faces at least two major mathematical challenges: ...
149
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GECCO
2008
Springer
15 years 5 months ago
2008
Springer
Selective sampling is a form of active learning which can reduce the cost of training by only drawing informative data points into the training set. This selected training set is ...
155
Voted
IPM
2008
15 years 3 months ago
2008
Many machine learning technologies such as support vector machines, boosting, and neural networks have been applied to the ranking problem in information retrieval. However, since...
139
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CDC
2010
IEEE
14 years 11 months ago
2010
IEEE
The asymptotic behavior of stochastic gradient algorithms is studied. Relying on some results of differential geometry (Lojasiewicz gradient inequality), the almost sure pointconve...