14244 search results - page 695 / 2849 » Modeling Program Predictability |
164
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WSC
2008
15 years 9 months ago
2008
Well designed models can provide timely answers and summarize understanding of complex systems. Simple use cases can illustrate the applicability and inferences possible with even...
172
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JMLR
2010
15 years 2 months ago
2010
We propose a non-linear graphical model for structured prediction. It combines the power of deep neural networks to extract high level features with the graphical framework of Mar...
193
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IPPS
2005
IEEE
16 years 26 days ago
2005
IEEE
The performance skeleton of an application is a short running program whose execution time in any scenario reflects the estimated execution time of the application it represents....
173
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WSDM
2010
ACM
16 years 4 months ago
2010
ACM
We describe a machine learning approach for predicting sponsored search ad relevance. Our baseline model incorporates basic features of text overlap and we then extend the model t...
207
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ICDM
2008
IEEE
16 years 1 months ago
2008
IEEE
We present a multiple-instance regression algorithm that models internal bag structure to identify the items most relevant to the bag labels. Multiple-instance regression (MIR) op...