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174
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ICML
2004
IEEE
16 years 7 months ago
2004
IEEE
Traditional non-parametric statistical learning techniques are often computationally attractive, but lack the same generalization and model selection abilities as state-of-the-art...
178
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ICML
2004
IEEE
16 years 7 months ago
2004
IEEE
The majority of the existing algorithms for learning decision trees are greedy--a tree is induced top-down, making locally optimal decisions at each node. In most cases, however, ...
140
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ICML
2003
IEEE
16 years 7 months ago
2003
IEEE
We present a fast iterative support vector training algorithm for a large variety of different formulations. It works by incrementally changing a candidate support vector set usin...
150
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ICSE
2009
IEEE-ACM
16 years 7 months ago
2009
IEEE-ACM
Software development teams exchange source code in shared repositories. These repositories are kept consistent by having developers follow a commit policy, such as "Program e...
172
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SIGSOFT
2007
ACM
16 years 7 months ago
2007
ACM
Regression testing, as it's commonly practiced, is unsound due to inconsistent test repair and test addition. This paper presents a new technique, differential testing, that ...