3668 search results - page 52 / 734 » Margin Distribution and Learning |
102
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ICML
2008
IEEE
16 years 19 days ago
2008
IEEE
In this paper we study how to improve nearest neighbor classification by learning a Mahalanobis distance metric. We build on a recently proposed framework for distance metric lear...
113
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OR
2002
Springer
14 years 11 months ago
2002
Springer
The paper presents an overview of financial applications of copulas. Copulas permit to represent joint distribution functions by splitting the marginal behavior, embedded in the ma...
108
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ICPR
2010
IEEE
15 years 5 months ago
2010
IEEE
—We present a meta-learning framework for the design of potential functions for Conditional Random Fields. The design of both node potential and edge potential is formulated as a...
ICPR
2008
IEEE
16 years 1 months ago
2008
IEEE
The classification performance of nearest prototype classifiers largely relies on the prototype learning algorithms, such as the learning vector quantization (LVQ) and the minimum...
110
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ICML
2005
IEEE
16 years 19 days ago
2005
IEEE
We present a kernel-based algorithm for hierarchical text classification where the documents are allowed to belong to more than one category at a time. The classification model is...