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» First vs. best improvement: An empirical study
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ICASSP
2011
IEEE
13 years 10 days ago
Variability regularization in large-margin classification
This paper introduces a novel regularization strategy to address the generalization issues for large-margin classifiers from the Empirical Risk Minimization (ERM) perspective. Fi...
Dwi Sianto Mansjur, Ted S. Wada, Biing-Hwang Juang
ESEM
2008
ACM
13 years 10 months ago
Reducing biases in individual software effort estimations: a combining approach
Software effort estimation techniques abound, each with its own set of advantages and disadvantages, and no one proves to be the single best answer. Combining estimating is an app...
Qi Li, Qing Wang, Ye Yang, Mingshu Li
AAAI
2010
13 years 8 months ago
The Boosting Effect of Exploratory Behaviors
Active object exploration is one of the hallmarks of human and animal intelligence. Research in psychology has shown that the use of multiple exploratory behaviors is crucial for ...
Jivko Sinapov, Alexander Stoytchev
JAIR
2008
135views more  JAIR 2008»
13 years 8 months ago
On Similarities between Inference in Game Theory and Machine Learning
In this paper, we elucidate the equivalence between inference in game theory and machine learning. Our aim in so doing is to establish an equivalent vocabulary between the two dom...
Iead Rezek, David S. Leslie, Steven Reece, Stephen...
DAC
2004
ACM
14 years 9 months ago
Characterizing embedded applications for instruction-set extensible processors
Extensible processors, which allow customization for an application domain by extending the core instruction set architecture, are becoming increasingly popular for embedded syste...
Pan Yu, Tulika Mitra