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85
Voted
CIKM
2009
Springer
15 years 7 months ago
2009
Springer
Adapting to rank address the the problem of insufficient domainspecific labeled training data in learning to rank. However, the initial study shows that adaptation is not always...
138
Voted
CVPR
2009
IEEE
16 years 8 months ago
2009
IEEE
Cross-domain learning methods have shown promising
results by leveraging labeled patterns from auxiliary domains
to learn a robust classifier for target domain, which
has a limi...
114
Voted
ATAL
2008
Springer
15 years 2 months ago
2008
Springer
Software systems are becoming more and more complex with a large number of interacting partners often distributed over a network. A common dilemma faced by software engineers in b...
139
Voted
JMLR
2012
13 years 3 months ago
2012
We study the prevalent problem when a test distribution differs from the training distribution. We consider a setting where our training set consists of a small number of sample d...
ICSE
2003
IEEE-ACM
16 years 27 days ago
2003
IEEE-ACM
Certain classes of problems amenable to description using Problem Frames, in particular ones intended to be implemented using a distributed architecture, can benefit by the additi...