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» Extreme Components Analysis
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NIPS
2004
13 years 8 months ago
Nonlinear Blind Source Separation by Integrating Independent Component Analysis and Slow Feature Analysis
In contrast to the equivalence of linear blind source separation and linear independent component analysis it is not possible to recover the original source signal from some unkno...
Tobias Blaschke, Laurenz Wiskott
ICA
2007
Springer
13 years 11 months ago
Infinite Sparse Factor Analysis and Infinite Independent Components Analysis
Abstract. A nonparametric Bayesian extension of Independent Components Analysis (ICA) is proposed where observed data Y is modelled as a linear superposition, G, of a potentially i...
David Knowles, Zoubin Ghahramani
EACL
2006
ACL Anthology
13 years 8 months ago
Improving Probabilistic Latent Semantic Analysis with Principal Component Analysis
Probabilistic Latent Semantic Analysis (PLSA) models have been shown to provide a better model for capturing polysemy and synonymy than Latent Semantic Analysis (LSA). However, th...
Ayman Farahat, Francine Chen
ICCD
2008
IEEE
202views Hardware» more  ICCD 2008»
14 years 4 months ago
CrashTest: A fast high-fidelity FPGA-based resiliency analysis framework
— Extreme scaling practices in silicon technology are quickly leading to integrated circuit components with limited reliability, where phenomena such as early-transistor failures...
Andrea Pellegrini, Kypros Constantinides, Dan Zhan...
ICANN
2009
Springer
14 years 9 hour ago
Lattice Independent Component Analysis for fMRI Analysis
Manuel Graña, Maite García-Sebasti&a...