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ICA
2007
Springer
14 years 3 months ago
Optimization on the Orthogonal Group for Independent Component Analysis
Abstract. This paper derives a new algorithm that performs independent component analysis (ICA) by optimizing the contrast function of the RADICAL algorithm. The core idea of the p...
Michel Journée, Pierre-Antoine Absil, Rodol...
ESA
2008
Springer
80views Algorithms» more  ESA 2008»
13 years 11 months ago
Randomized Competitive Analysis for Two-Server Problems
We prove that there exits a randomized online algorithm for the 2-server 3-point problem whose
Wolfgang W. Bein, Kazuo Iwama, Jun Kawahara
CSB
2005
IEEE
114views Bioinformatics» more  CSB 2005»
14 years 3 months ago
EigenPhenotypes: Towards an Algorithmic Framework for Phenotype Discovery
Studying the genetic control of molecular, anatomical and/or morphological phenotypes in model organisms is a powerful tool in the functional analysis of a gene. The goal of our r...
Alexander Vaughan, Rahul Singh, Ilmi Yoon, Megumi ...
JC
2002
63views more  JC 2002»
13 years 9 months ago
On the Complexity of Exclusion Algorithms for Optimization
Exclusion algorithms are a well-known tool in the area of interval analysis for finding all solutions of a system of nonlinear equations or for finding the global minimum of a fun...
Eugene L. Allgower, Melissa Erdmann, Kurt Georg
ICDAR
2005
IEEE
14 years 2 months ago
A Statistical Learning Approach To Document Image Analysis
In the field of computer analysis of document images, the problems of physical and logical layout analysis have been approached through a variety of heuristic, rule-based, and gr...
Kevin Laven, Scott Leishman, Sam T. Roweis