1427 search results - page 101 / 286 » Learning with Annotation Noise |
120
Voted
COLT
2008
Springer
15 years 5 months ago
2008
Springer
In recent work, Kalai, Klivans, Mansour, and Servedio [KKMS05] studied a variant of the "Low-Degree (Fourier) Algorithm" for learning under the uniform probability distr...
131
Voted
AAAI
2000
15 years 5 months ago
2000
Systems that learn from examples often express the learned concept in the form of a disjunctive description. Disjuncts that correctly classify few training examples are known as s...
142
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BMCBI
2011
14 years 11 months ago
2011
Background: Alternative splicing (AS) is a process which generates several distinct mRNA isoforms from the same gene by splicing different portions out of the precursor transcript...
163
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KDD
2002
ACM
16 years 4 months ago
2002
ACM
Multimedia data mining requires the ability to automatically analyze and understand the content. The Community of Multimedia Agents project is devoted to creating a community of re...
149
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ICML
2010
IEEE
15 years 5 months ago
2010
IEEE
We study the problem of uncertainty in the entries of the Kernel matrix, arising in SVM formulation. Using Chance Constraint Programming and a novel large deviation inequality we ...