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IJON
2007
99views more  IJON 2007»
14 years 10 months ago
A relative trust-region algorithm for independent component analysis
In this paper we present a method of parameter optimization, relative trust-region learning, where the trust-region method and the relative optimization [21] are jointly exploited...
Heeyoul Choi, Seungjin Choi
80
Voted
IJCNN
2006
IEEE
15 years 4 months ago
Relative Gradient Learning for Independent Subspace Analysis
Abstract— Independent subspace analysis (ISA) is a generalization of independent component analysis (ICA), where multidimensional ICA is incorporated with the idea of invariant f...
Heeyoul Choi, Seungjin Choi
81
Voted
IWANN
2005
Springer
15 years 3 months ago
Robust Blind Image Watermarking with Independent Component Analysis: A Embedding Algorithm
Abstract. The authors propose a new solution to the blind robust watermarking of digital images. In this approach we embed the watermark into the independent components of the imag...
Juan José Murillo-Fuentes, Rafael Boloix-To...
99
Voted
JMLR
2002
160views more  JMLR 2002»
14 years 10 months ago
Kernel Independent Component Analysis
We present a class of algorithms for independent component analysis (ICA) which use contrast functions based on canonical correlations in a reproducing kernel Hilbert space. On th...
Francis R. Bach, Michael I. Jordan
54
Voted
NECO
2006
76views more  NECO 2006»
14 years 10 months ago
What Is the Relation Between Slow Feature Analysis and Independent Component Analysis?
Tobias Blaschke, Pietro Berkes, Laurenz Wiskott