2252 search results - page 5 / 451 » A distributed machine learning framework |
ICML
2010
IEEE
15 years 21 days ago
2010
IEEE
In this paper, we investigate a new machine learning framework called Online Transfer Learning (OTL) that aims to transfer knowledge from some source domain to an online learning ...
75
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ICML
2006
IEEE
16 years 13 days ago
2006
IEEE
109
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ICDCS
2002
IEEE
15 years 4 months ago
2002
IEEE
Data mining systems aim to discover patterns and extract useful information from facts recorded in databases. A widely adopted approach is to apply machine learning algorithms to ...
117
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KDD
2006
ACM
16 years 1 days ago
2006
ACM
Kernel machines have been shown as the state-of-the-art learning techniques for classification. In this paper, we propose a novel general framework of learning the Unified Kernel ...
ALT
2010
Springer
15 years 1 months ago
2010
Springer
We further develop the idea that the PAC-Bayes prior can be informed by the data-generating distribution. We prove sharp bounds for an existing framework of Gibbs algorithms, and ...