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ICML
2006
IEEE
14 years 10 months ago
2006
IEEE
An intuitive approach to utilizing unlabeled data in kernel-based classification algorithms is to simply treat unknown labels as additional optimization variables. For marginbased...
CVPR
2010
IEEE
14 years 5 months ago
2010
IEEE
Online boosting is one of the most successful online learning algorithms in computer vision. While many challenging online learning problems are inherently multi-class, online boo...
ILP
2004
Springer
14 years 3 months ago
2004
Springer
For the last ten years a lot of work has been devoted to propositionalization techniques in relational learning. These techniques change the representation of relational problems t...
TAP
2008
Springer
13 years 9 months ago
2008
Springer
Pex automatically produces a small test suite with high code coverage for a .NET program. To this end, Pex performs a systematic program analysis (using dynamic symbolic execution,...
ISSTA
2010
ACM
13 years 11 months ago
2010
ACM
In May 2009, Google conducted a company wide FindBugs “fixit”. Hundreds of engineers reviewed thousands of FindBugs warnings, and fixed or filed reports against many of the...