1078 search results - page 108 / 216 » Using Machine Learning to Support Debugging with Tarantula |
125
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COLT
2001
Springer
15 years 7 months ago
2001
Springer
We investigate the use of certain data-dependent estimates of the complexity of a function class, called Rademacher and Gaussian complexities. In a decision theoretic setting, we ...
128
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CJ
1998
15 years 2 months ago
1998
Approximation structuring clustering is an extension of what is usually called square-error clustering" onto various cluster structures and data formats. It appears to be not...
133
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IPPS
1999
IEEE
15 years 7 months ago
1999
IEEE
Parallel programming continues to be difficult, despite substantial and ongoing research aimed at making it tractable. Especially dismaying is the gulf between theory and the pract...
129
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IUI
2005
ACM
15 years 8 months ago
2005
ACM
XML has emerged as the primary standard of data representation and data exchange [13]. Although many software tools exist to assist the XML implementation process, data must be ma...
156
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JMLR
2002
15 years 2 months ago
2002
Recently, sample complexity bounds have been derived for problems involving linear functions such as neural networks and support vector machines. In many of these theoretical stud...