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ALT
2005
Springer
14 years 7 months ago
Measuring Statistical Dependence with Hilbert-Schmidt Norms
Abstract. We propose an independence criterion based on the eigenspectrum of covariance operators in reproducing kernel Hilbert spaces (RKHSs), consisting of an empirical estimate ...
Arthur Gretton, Olivier Bousquet, Alex J. Smola, B...
PKDD
2009
Springer
196views Data Mining» more  PKDD 2009»
14 years 4 months ago
Causality Discovery with Additive Disturbances: An Information-Theoretical Perspective
We consider causally sufficient acyclic causal models in which the relationship among the variables is nonlinear while disturbances have linear effects, and show that three princi...
Kun Zhang, Aapo Hyvärinen
IPPS
2006
IEEE
14 years 4 months ago
A hierarchical scheduling model for component-based real-time systems
In this paper, we propose a methodology for developing component-based real-time systems based on the concept of hierarchical scheduling. Recently, much work has been devoted to t...
José L. Lorente, Giuseppe Lipari, Enrico Bi...
ICDAR
2003
IEEE
14 years 3 months ago
A Bilingual OCR for Hindi-Telugu Documents and its Applications
This paper describes the character recognition process from printed documents containing Hindi and Telugu text. Hindi and Telugu are among the most popular languages in India. The...
C. V. Jawahar, M. N. S. S. K. Pavan Kumar, S. S. R...
ICA
2010
Springer
13 years 8 months ago
Second Order Subspace Analysis and Simple Decompositions
Abstract. The recovery of the mixture of an N-dimensional signal generated by N independent processes is a well studied problem (see e.g. [1,10]) and robust algorithms that solve t...
Harold W. Gutch, Takanori Maehara, Fabian J. Theis