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» On Unbiased Linear Approximations
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ICIP
2010
IEEE
14 years 8 months ago
Image modeling and enhancement via structured sparse model selection
An image representation framework based on structured sparse model selection is introduced in this work. The corresponding modeling dictionary is comprised of a family of learned ...
Guoshen Yu, Guillermo Sapiro, Stéphane Mall...
ICML
2010
IEEE
14 years 8 months ago
The Margin Perceptron with Unlearning
We introduce into the classical Perceptron algorithm with margin a mechanism of unlearning which in the course of the regular update allows for a reduction of possible contributio...
Constantinos Panagiotakopoulos, Petroula Tsampouka
PKDD
2010
Springer
169views Data Mining» more  PKDD 2010»
14 years 7 months ago
Classification with Sums of Separable Functions
Abstract. We present a novel approach for classification using a discretised function representation which is independent of the data locations. We construct the classifier as a su...
Jochen Garcke
SWAT
2010
Springer
204views Algorithms» more  SWAT 2010»
14 years 7 months ago
Feasible and Accurate Algorithms for Covering Semidefinite Programs
In this paper we describe an algorithm to approximately solve a class of semidefinite programs called covering semidefinite programs. This class includes many semidefinite programs...
Garud Iyengar, David J. Phillips, Clifford Stein
CORR
2010
Springer
60views Education» more  CORR 2010»
14 years 7 months ago
Stiffness modelling of parallelogram-based parallel manipulators
Abstract. The paper presents a methodology to enhance the stiffness analysis of parallel manipulators with parallelogram-based linkage. It directly takes into account the influence...
Anatoly Pashkevich, Alexandr Klimchik, Stép...