10054 search results - page 187 / 2011 » On the Complexity of Function Learning |
90
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COLT
2007
Springer
15 years 7 months ago
2007
Springer
Recently, Balcan and Blum [1] suggested a theory of learning based on general similarity functions, instead of positive semi-definite kernels. We study the gap between the learnin...
110
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CLEIEJ
2002
15 years 17 days ago
2002
Function Point Analysis (FPA) is among the most commonly used techniques to estimate the size of software system projects or software systems. During the point counting process th...
100
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BMCBI
2008
15 years 25 days ago
2008
Background: Information obtained from diverse data sources can be combined in a principled manner using various machine learning methods to increase the reliability and range of k...
116
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ICCV
2011
IEEE
14 years 23 days ago
2011
IEEE
This paper introduces a new formulation for discrete image labeling tasks, the Decision Tree Field (DTF), that combines and generalizes random forests and conditional random fiel...
119
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EDBT
2009
ACM
15 years 5 months ago
2009
ACM
Structured data including sets, sequences, trees and graphs, pose significant challenges to fundamental aspects of data management such as efficient storage, indexing, and simila...