1131 search results - page 133 / 227 » Generalization Improvement in Multi-Objective Learning |
93
Voted
NIPS
1996
15 years 1 months ago
1996
Abstract. Validation can be used to detect when over tting starts during supervised training of a neural network; training is then stopped before convergence to avoid the over ttin...
152
Voted
BMCBI
2011
14 years 7 months ago
2011
Background: The combination of genotypic and genome-wide expression data arising from segregating populations offers an unprecedented opportunity to model and dissect complex phen...
170
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FOCS
2010
IEEE
14 years 10 months ago
2010
IEEE
Boosting is a general method for improving the accuracy of learning algorithms. We use boosting to construct improved privacy-preserving synopses of an input database. These are da...
91
Voted
GROUP
2007
ACM
15 years 4 months ago
2007
ACM
We describe the design and evaluation of K-net, a social matching system to help people learn 'who knows what' in an organization by matching people with skills with tho...
102
Voted
WWW
2010
ACM
15 years 7 months ago
2010
ACM
In this paper, we propose a semi-supervised learning approach for classifying program (bot) generated web search traffic from that of genuine human users. The work is motivated by...