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171
Voted
JMLR
2012
13 years 6 months ago
2012
Reducing the number of labeled examples required to learn accurate prediction models is an important problem in structured output prediction. In this paper we propose a new transd...
143
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JMLR
2012
13 years 6 months ago
2012
We present SpeedBoost, a natural extension of functional gradient descent, for learning anytime predictors, which automatically trade computation time for predictive accuracy by s...
118
Voted
CHI
2010
ACM
15 years 10 months ago
2010
ACM
Interpreting compiler errors and exception messages is challenging for novice programmers. Presenting examples of how other programmers have corrected similar errors may help novi...
TOOLS
2008
IEEE
15 years 10 months ago
2008
IEEE
Abstract. Behavioral reflection is crucial to support for example functional upgrades, on-the-fly debugging, or monitoring critical applications. However the use of reflective f...
107
Voted
CAV
2007
Springer
15 years 10 months ago
2007
Springer
We propose a shape analysis that adapts to some of the complex composite data structures found in industrial systems-level programs. Examples of such data structures include “cyc...