independent component analysis

116 papers

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Also known as

ICA

Co-occurring keywords

blind source separation (62) representation learning (6174) source separation (132) unsupervised learning (3255) feature extraction (1578) causal inference (1619) causal discovery (459) tensor decomposition (374) gaussian noise (56) generative model (2889)

Papers

Estimating Functions for Blind Separation When Sources Have Variance Dependencies JMLR 2005

Estimation of Non-Normalized Statistical Models by Score Matching JMLR 2005

Quasi-Geodesic Neural Learning Algorithms Over the Orthogonal Group: A Tutorial JMLR 2005

Denoising Source Separation JMLR 2005

Weather Data Mining Using Independent Component Analysis JMLR 2004

MISEP -- Linear and Nonlinear ICA Based on Mutual Information JMLR 2003

Statistical Dynamics of On-line Independent Component Analysis JMLR 2003

A Generative Model for Separating Illumination and Reflectance from Images JMLR 2003

A Maximum Likelihood Approach to Single-channel Source Separation JMLR 2003

ICA for Watermarking Digital Images JMLR 2003

Overlearning in Marginal Distribution-Based ICA: Analysis and Solutions JMLR 2003

Energy-Based Models for Sparse Overcomplete Representations JMLR 2003

ICA Using Spacings Estimates of Entropy JMLR 2003

Beyond Independent Components: Trees and Clusters JMLR 2003

Kernel Independent Component Analysis JMLR 2002

Variational Learning of Clusters of Undercomplete Nonsymmetric Independent Components JMLR 2002