320 search results - page 47 / 64 » Efficient noise-tolerant learning from statistical queries |
103
Voted
CORR
2010
Springer
15 years 15 days ago
2010
Springer
Given data drawn from a mixture of multivariate Gaussians, a basic problem is to accurately estimate the mixture parameters. We give an algorithm for this problem that has running ...
95
Voted
AIRS
2010
Springer
14 years 10 months ago
2010
Springer
This paper is concerned with relevance ranking in search, particularly that using term dependency information. It proposes a novel and unified approach to relevance ranking using ...
115
Voted
CORR
2008
Springer
15 years 15 days ago
2008
Springer
Many real-world data are maintained in relational format, with different tables storing information about entities and their links or relationships. The structure (schema) of the ...
94
Voted
JIIS
2007
15 years 9 days ago
2007
The Internet has instigated a critical need for automated tools that facilitate integrating countless databases. Since non-technical end users are often the ultimate repositories ...
100
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KDD
2006
ACM
16 years 25 days ago
2006
ACM
Several algorithms have been proposed to learn to rank entities modeled as feature vectors, based on relevance feedback. However, these algorithms do not model network connections...