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108
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NIPS
2008
15 years 4 months ago
2008
We apply robust Bayesian decision theory to improve both generative and discriminative learners under bias in class proportions in labeled training data, when the true class propo...
ACL
2009
15 years 12 days ago
2009
It is usually assumed that the kind of noise existing in annotated data is random classification noise. Yet there is evidence that differences between annotators are not always ra...
119
Voted
ICRA
2009
IEEE
15 years 9 days ago
2009
IEEE
In a previous paper, we developed a robotic finger equipped with optical three-axis tactile sensors, of which the sensing cell can separately detect normal and shearing forces. Wit...
101
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ATAL
2009
Springer
15 years 9 months ago
2009
Springer
A system built in terms of autonomous agents may require even greater correctness assurance than one which is merely reacting to the immediate control of its users. Agents make su...
136
Voted
ISSTA
2004
ACM
15 years 8 months ago
2004
ACM
Object oriented programming promotes reuse of classes in multiple contexts. Thus, a class is designed and implemented with several usage scenarios in mind, some of which possibly ...