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» An algorithm for minimizing the Mumford-Shah functional
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COR
2006
86views more  COR 2006»
13 years 8 months ago
Minimizing the earliness-tardiness costs on a single machine
In this paper the one-machine scheduling problem with linear earliness and tardiness costs is considered. The7 cost functions are job dependent and asymmetric. The problem consist...
Jakub Bauman, Joanna Józefowska
ISCAS
2003
IEEE
76views Hardware» more  ISCAS 2003»
14 years 1 months ago
Loop scheduling for minimizing schedule length and switching activities
Switching activity is one of the most important factors in power dissipation. This paper studies the scheduling problem that minimizes both schedule length and switching activitie...
Zili Shao, Qingfeng Zhuge, Edwin Hsing-Mean Sha, C...
ECML
2007
Springer
14 years 2 months ago
On Minimizing the Position Error in Label Ranking
Conventional classification learning allows a classifier to make a one shot decision in order to identify the correct label. However, in many practical applications, the problem ...
Eyke Hüllermeier, Johannes Fürnkranz
KDD
2007
ACM
132views Data Mining» more  KDD 2007»
14 years 9 months ago
A scalable modular convex solver for regularized risk minimization
A wide variety of machine learning problems can be described as minimizing a regularized risk functional, with different algorithms using different notions of risk and different r...
Choon Hui Teo, Alex J. Smola, S. V. N. Vishwanatha...
ML
2006
ACM
110views Machine Learning» more  ML 2006»
13 years 8 months ago
Classification-based objective functions
Backpropagation, similar to most learning algorithms that can form complex decision surfaces, is prone to overfitting. This work presents classification-based objective functions, ...
Michael Rimer, Tony Martinez