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139
Voted
ICCAD
2010
IEEE
15 years 1 months ago
2010
IEEE
Extreme technology scaling in silicon devices drastically affects reliability, particularly because of runtime failures induced by transistor wearout. Currently available online t...
138
Voted
ICML
2007
IEEE
16 years 4 months ago
2007
IEEE
Conditional log-linear models are a commonly used method for structured prediction. Efficient learning of parameters in these models is therefore an important problem. This paper ...
145
Voted
FLAIRS
2008
15 years 6 months ago
2008
We introduce a method to deal with the problem of learning from imbalanced data sets, where examples of one class significantly outnumber examples of other classes. Our method sel...
120
Voted
CSEE
2008
Springer
2008
Springer
Improving Knowledge Acquisition in Capstone Projects Using Learning Spaces for Experiential Learning
15 years 5 months ago
Students have to cope with new technologies, changing environments, and conflicting changes in capstone projects. They often lack practical experience, which might lead to failing...
179
Voted
NIPS
2008
15 years 5 months ago
2008
The Singular Value Decomposition is a key operation in many machine learning methods. Its computational cost, however, makes it unscalable and impractical for applications involvi...