476 search results - page 44 / 96 » Support Vector Machines with Example Dependent Costs |
114
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ICML
2006
IEEE
16 years 3 months ago
2006
IEEE
Support Vector Machines (SVMs) suffer from an O(n2 ) training cost, where n denotes the number of training instances. In this paper, we propose an algorithm to select boundary ins...
124
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EENERGY
2010
15 years 7 months ago
2010
From an ecological but also from an economical and in the meantime a technical view the fast ongoing increase of power consumption in today’s data centers is no longer feasible....
109
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ICML
2007
IEEE
16 years 3 months ago
2007
IEEE
We propose a local, generative model for similarity-based classification. The method is applicable to the case that only pairwise similarities between samples are available. The c...
113
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COLT
2004
Springer
15 years 8 months ago
2004
Springer
We give an algorithm for the bandit version of a very general online optimization problem considered by Kalai and Vempala [1], for the case of an adaptive adversary. In this proble...
117
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NAACL
1994
15 years 4 months ago
1994
This paper describes a semi-automatic method for associating a Japanese lexicon with a semantic concept taxonomy called an ontology, using a Japanese-English bilingual dictionary ...