135 search results - page 9 / 27 » A Database-Hadoop Hybrid Approach to Scalable Machine Learni... |
139
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ICML
2010
IEEE
15 years 5 months ago
2010
IEEE
We present a new algorithm for minimizing a convex loss-function subject to regularization. Our framework applies to numerous problems in machine learning and statistics; notably,...
127
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DEBS
2010
ACM
15 years 8 months ago
2010
ACM
Today’s organisations require techniques for automated transformation of the large data volumes they collect during their operations into operational knowledge. This requirement...
165
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CVPR
2011
IEEE
15 years 8 days ago
2011
IEEE
Nearly every structured prediction problem in computer vision requires approximate inference due to large and complex dependencies among output labels. While graphical models prov...
129
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ISBI
2009
IEEE
15 years 11 months ago
2009
IEEE
Probabilistic branching node inference is an important step for analyzing branching patterns involved in many anatomic structures. We propose combining machine learning techniques...
164
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BMCBI
2007
15 years 4 months ago
2007
Background: A nanopore detector has a nanometer-scale trans-membrane channel across which a potential difference is established, resulting in an ionic current through the channel ...