3204 search results - page 344 / 641 » Online Learning with Constraints |
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CPAIOR
2004
Springer
15 years 11 months ago
2004
Springer
Abstract. Over the past years, a number of increasingly expressive languages for modelling constraint and optimisation problems have evolved. In developing a strategy to ease the c...
223
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ICPR
2010
IEEE
16 years 2 months ago
2010
IEEE
This paper introduces a semi-supervised distance metric learning algorithm which uses pair-wise equivalence (similarity and dissimilarity) constraints to improve the original dist...
199
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CSE
2009
IEEE
16 years 4 days ago
2009
IEEE
Efficient design of social networking applications must take account of two guiding principles: the adaptive processes by which humans learn and spread new information, and the co...
211
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ICANN
2009
Springer
16 years 1 days ago
2009
Springer
Neural networks and other sophisticated machine learning algorithms frequently miss simple solutions that can be discovered by a more constrained learning methods. Transition from ...
236
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ACML
2009
Springer
15 years 11 months ago
2009
Springer
In this paper, we present a novel semidefinite programming approach for multiple-instance learning. We first formulate the multipleinstance learning as a combinatorial maximum marg...