1413 search results - page 29 / 283 » A New Machine Learning Approach to Fingerprint Classificatio... |
118
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KDD
2006
ACM
16 years 1 months ago
2006
ACM
We study the problem of private classification using kernel methods. More specifically, we propose private protocols implementing the Kernel Adatron and Kernel Perceptron learning ...
123
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CIKM
2008
Springer
15 years 3 months ago
2008
Springer
Statistical machine learning techniques for data classification usually assume that all entities are i.i.d. (independent and identically distributed). However, real-world entities...
108
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ICML
2006
IEEE
16 years 2 months ago
2006
IEEE
In machine learning problems with tens of thousands of features and only dozens or hundreds of independent training examples, dimensionality reduction is essential for good learni...
124
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DAS
2008
Springer
15 years 3 months ago
2008
Springer
In classification tasks, class-modular strategy has been widely used. It has outperformed classical strategy for pattern classification task in many applications [1]. However, in ...
118
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ECML
2007
Springer
15 years 7 months ago
2007
Springer
L1 regularization is effective for feature selection, but the resulting optimization is challenging due to the non-differentiability of the 1-norm. In this paper we compare state...