7351 search results - page 239 / 1471 » Machine Learning |
184
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CDC
2009
IEEE
15 years 11 months ago
2009
IEEE
Abstract— A distributed online learning framework for support vector machines (SVMs) is presented and analyzed. First, the generic binary classification problem is decomposed in...
168
Voted
SDM
2009
SIAM
16 years 3 months ago
2009
SIAM
This paper proposes Twin Vector Machine (TVM), a constant space and sublinear time Support Vector Machine (SVM) algorithm for online learning. TVM achieves its favorable scaling b...
187
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ICPR
2010
IEEE
15 years 6 months ago
2010
IEEE
The incremental updating of classifiers implies that their internal parameter values can vary according to incoming data. As a result, in order to achieve high performance, incre...
162
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ICML
2007
IEEE
16 years 7 months ago
2007
IEEE
Most current multi-task learning frameworks ignore the robustness issue, which means that the presence of "outlier" tasks may greatly reduce overall system performance. ...
184
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ICALT
2008
IEEE
16 years 26 days ago
2008
IEEE
One of the problems on using English in Thai students is vocabulary limitation. This paper proposes a methodology to ease learning curve for English content by adding an English-T...