1435 search results - page 29 / 287 » Generalization Error Bounds Using Unlabeled Data |
CIKM
2011
Springer
12 years 8 months ago
2011
Springer
Machine learning often relies on costly labeled data, and this impedes its application to new classification and information extraction problems. This has motivated the developme...
PRIB
2009
Springer
14 years 1 months ago
2009
Springer
Protein-protein interaction (PPI) identification is an integral component of many biomedical research and database curation tools. Automation of this task through classification ...
COLT
2003
Springer
14 years 1 months ago
2003
Springer
Abstract. We study the problem of learning partitions using equivalence constraints as input. This is a binary classification problem in the product space of pairs of datapoints. ...
ICDT
2009
ACM
14 years 9 months ago
2009
ACM
In this paper we investigate algorithms and lower bounds for summarization problems over a single pass data stream. In particular we focus on histogram construction and K-center c...
INFOVIS
2002
IEEE
14 years 1 months ago
2002
IEEE
Visualization is a powerful way to facilitate data analysis, but it is crucial that visualization systems explicitly convey the presence, nature, and degree of uncertainty to user...