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» Minimization of an M-convex Function
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ICML
2003
IEEE
14 years 10 months ago
Optimizing Classifier Performance via an Approximation to the Wilcoxon-Mann-Whitney Statistic
When the goal is to achieve the best correct classification rate, cross entropy and mean squared error are typical cost functions used to optimize classifier performance. However,...
Lian Yan, Robert H. Dodier, Michael Mozer, Richard...
FOSSACS
2005
Springer
14 years 3 months ago
A Computational Model for Multi-variable Differential Calculus
Abstract. We introduce a domain-theoretic computational model for multivariable differential calculus, which for the first time gives rise to data types for differentiable functio...
Abbas Edalat, André Lieutier, Dirk Pattinso...
SIAMCO
2002
77views more  SIAMCO 2002»
13 years 9 months ago
Robust Optimal Switching Control for Nonlinear Systems
Abstract. We formulate a robust optimal control problem for a general nonlinear system with finitely many admissible control settings and with costs assigned to switching of contro...
Joseph A. Ball, Jerawan Chudoung, Martin V. Day
DATE
2007
IEEE
94views Hardware» more  DATE 2007»
14 years 1 months ago
Optimization-based wideband basis functions for efficient interconnect extraction
This paper introduces a technique for the numerical generation of basis functions that are capable of parameterizing the frequency-variant nature of cross-sectional conductor curre...
Xin Hu, Tarek Moselhy, Jacob K. White, Luca Daniel
DAC
1998
ACM
14 years 1 months ago
Compatible Class Encoding in Hyper-Function Decomposition for FPGA Synthesis
Recently, functional decomposition has been adopted for LUT based FPGA technology mapping with good results. In this paper, we propose a novel method for functional multipleoutput...
Jie-Hong Roland Jiang, Jing-Yang Jou, Juinn-Dar Hu...