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» An algorithm for minimizing the Mumford-Shah functional
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ISCAS
2003
IEEE
83views Hardware» more  ISCAS 2003»
14 years 1 months ago
An Integrated Framework of Design Optimization and Space Minimization for DSP applications
This paper presents an Integrated Framework of Design Optimization and Space Minimization (IDOM) for generating the minimum number of functional units with schedule length and mem...
Qingfeng Zhuge, Edwin Hsing-Mean Sha, Chantana Cha...
CDC
2009
IEEE
111views Control Systems» more  CDC 2009»
14 years 1 months ago
Minimal dynamical structure realisations with application to network reconstruction from data
— Network reconstruction, i.e., obtaining network structure from data, is a central theme in systems biology, economics, and engineering. Previous work introduced dynamical struc...
Ye Yuan, Guy-Bart Vincent Stan, Sean Warnick, Jorg...
JMLR
2006
107views more  JMLR 2006»
13 years 8 months ago
Consistency of Multiclass Empirical Risk Minimization Methods Based on Convex Loss
The consistency of classification algorithm plays a central role in statistical learning theory. A consistent algorithm guarantees us that taking more samples essentially suffices...
Di-Rong Chen, Tao Sun
CVPR
2009
IEEE
15 years 3 months ago
Alphabet SOUP: A Framework for Approximate Energy Minimization
Many problems in computer vision can be modeled using conditional Markov random fields (CRF). Since finding the maximum a posteriori (MAP) solution in such models is NP-hard, mu...
Stephen Gould (Stanford University), Fernando Amat...
NIPS
2003
13 years 10 months ago
AUC Optimization vs. Error Rate Minimization
The area under an ROC curve (AUC) is a criterion used in many applications to measure the quality of a classification algorithm. However, the objective function optimized in most...
Corinna Cortes, Mehryar Mohri