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ICALP
2010
Springer
13 years 7 months ago
Towards a Theory of Time-Bounded Verification
Abstract. We propose a theory of time-bounded verification for realtime systems, in which verification queries are phrased over time intervals of fixed, bounded duration. We argue ...
Joël Ouaknine, James Worrell
ICML
2009
IEEE
14 years 8 months ago
Efficient learning algorithms for changing environments
We study online learning in an oblivious changing environment. The standard measure of regret bounds the difference between the cost of the online learner and the best decision in...
Elad Hazan, C. Seshadhri
ICML
2006
IEEE
14 years 8 months ago
The relationship between Precision-Recall and ROC curves
Receiver Operator Characteristic (ROC) curves are commonly used to present results for binary decision problems in machine learning. However, when dealing with highly skewed datas...
Jesse Davis, Mark Goadrich
ICC
2007
IEEE
158views Communications» more  ICC 2007»
14 years 1 months ago
Cooperative Game Theory for Distributed Spectrum Sharing
— There is a need for new spectrum access protocols that are opportunistic, flexible and efficient, yet fair. Game theory provides a framework for analyzing spectrum access, a ...
Juan E. Suris, Luiz A. DaSilva, Zhu Han, Allen B. ...
PATMOS
2005
Springer
14 years 1 months ago
Power - Performance Optimization for Custom Digital Circuits
This paper presents a modular optimization framework for custom digital circuits in the power – performance space. The method uses a static timer and a nonlinear optimizer to max...
Radu Zlatanovici, Borivoje Nikolic