Methods › General › Dimensionality Reduction › ICA › Papers, page 3
Independent Component Analysis
ICA
Papers archive 2025-07-28
archive papers tagged: 261 · with a code link: 72 · where Syntology ran a sample: 15 (13 with a run with no instrument failure, 2 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (15 of 261 tagged: 13 with a run with no instrument failure, 2 where every run was a failure of Syntology's instrument)
Page 3 of 3: papers 201 to 261 of 261, newest first by the archive's date (ties by slug), in archive order.
Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code, as “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the instrument figure counts failures of Syntology's instrument, not of the code. It is per sample and not a correctness claim. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code; “community repositories only” when every sample that ran came from a community repository, “official: no sample here; runs from other or unrecorded repositories” when some came from a repository the paper names or has in its text, or from none recorded); hover it for the repositories the samples that ran came from.
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Comparison of PCA with ICA from data distribution perspective 29 Sep 2017 · 0 repositories · arXiv:1709.10222
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Convolutive Audio Source Separation using Robust ICA and an intelligent evolving permutation ambiguity solution 14 Aug 2017 · 0 repositories · arXiv:1708.03989
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High-Performance FPGA Implementation of Equivariant Adaptive Separation via Independence Algorithm for Independent Component Analysis 6 Jul 2017 · 0 repositories · arXiv:1707.01939
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Faster independent component analysis by preconditioning with Hessian approximations 25 Jun 2017 · 2 repositories · arXiv:1706.08171
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Geometric Methods for Robust Data Analysis in High Dimension 25 May 2017 · 0 repositories · arXiv:1705.09269
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Recurrent Collective Classification 19 Mar 2017 · 0 repositories · arXiv:1703.06514
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Heavy-Tailed Analogues of the Covariance Matrix for ICA 22 Feb 2017 · 0 repositories · arXiv:1702.06976
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Training Neural Networks Based on Imperialist Competitive Algorithm for Predicting Earthquake Intensity 13 Feb 2017 · 0 repositories · arXiv:1704.04095
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Rapid parametric density estimation 7 Feb 2017 · 0 repositories · arXiv:1702.02144
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Independent Component Analysis by Entropy Maximization with Kernels 22 Oct 2016 · 0 repositories · arXiv:1610.07104
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Enhancing ICA Performance by Exploiting Sparsity: Application to FMRI Analysis 19 Oct 2016 · 0 repositories · arXiv:1610.06235
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Randomized Independent Component Analysis 22 Sep 2016 · 0 repositories · arXiv:1609.06942
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Decoding the Encoding of Functional Brain Networks: an fMRI Classification Comparison of Non-negative Matrix Factorization (NMF), Independent Component Analysis (ICA), and Sparse Coding Algorithms 1 Jul 2016 · 0 repositories · arXiv:1607.00435
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Learning overcomplete, low coherence dictionaries with linear inference 10 Jun 2016 · 0 repositories · arXiv:1606.03474
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Sifting Common Information from Many Variables 7 Jun 2016 · 1 repository · arXiv:1606.02307
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Sequential Principal Curves Analysis 2 Jun 2016 · 0 repositories · arXiv:1606.00856
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Cognitive Dynamic Systems: A Technical Review of Cognitive Radar 26 May 2016 · 0 repositories · arXiv:1605.08150
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Unsupervised Feature Extraction by Time-Contrastive Learning and Nonlinear ICA 20 May 2016 · 2 repositories · arXiv:1605.06336
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Identification of refugee influx patterns in Greece via model-theoretic analysis of daily arrivals 9 May 2016 · 0 repositories · arXiv:1605.02784
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Agnostic Estimation of Mean and Covariance 24 Apr 2016 · 2 repositories · arXiv:1604.06968
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Multi-Fold Gabor, PCA and ICA Filter Convolution Descriptor for Face Recognition 24 Apr 2016 · 0 repositories · arXiv:1604.07057
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Variational Autoencoders for Feature Detection of Magnetic Resonance Imaging Data 21 Mar 2016 · 0 repositories · arXiv:1603.06624
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Whitening-Free Least-Squares Non-Gaussian Component Analysis 3 Mar 2016 · 1 repository · arXiv:1603.01029
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Density Modeling of Images using a Generalized Normalization Transformation 19 Nov 2015 · 2 repositories · arXiv:1511.06281
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Heavy-tailed Independent Component Analysis 2 Sep 2015 · 0 repositories · arXiv:1509.00727
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Rethinking LDA: moment matching for discrete ICA 7 Jul 2015 · 0 repositories · arXiv:1507.01784
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Simultaneous Estimation of Non-Gaussian Components and their Correlation Structure 18 Jun 2015 · 0 repositories · arXiv:1506.05666
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Unsupervised Learning on Neural Network Outputs: with Application in Zero-shot Learning 2 Jun 2015 · 1 repository · arXiv:1506.00990
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Rectified Factor Networks 23 Feb 2015 · 0 repositories · arXiv:1502.06464
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Application of Independent Component Analysis Techniques in Speckle Noise Reduction of Retinal OCT Images 19 Feb 2015 · 0 repositories · arXiv:1502.05742
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A Pseudo-Euclidean Iteration for Optimal Recovery in Noisy ICA 13 Feb 2015 · 0 repositories · arXiv:1502.04148
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Max vs Min: Tensor Decomposition and ICA with nearly Linear Sample Complexity 9 Dec 2014 · 0 repositories · arXiv:1412.2954
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Communication Efficient Distributed Machine Learning with the Parameter Server 1 Dec 2014 · 0 repositories
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Learning with Algebraic Invariances, and the Invariant Kernel Trick 28 Nov 2014 · 0 repositories · arXiv:1411.7817
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A Nonparametric Bayesian Approach Toward Stacked Convolutional Independent Component Analysis 17 Nov 2014 · 0 repositories · arXiv:1411.4423
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A study of the fixed points and spurious solutions of the FastICA algorithm 28 Aug 2014 · 0 repositories · arXiv:1408.6693
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Sample Complexity Analysis for Learning Overcomplete Latent Variable Models through Tensor Methods 3 Aug 2014 · 0 repositories · arXiv:1408.0553
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A RobustICA Based Algorithm for Blind Separation of Convolutive Mixtures 1 Aug 2014 · 0 repositories · arXiv:1408.0193
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A Tutorial on Independent Component Analysis 11 Apr 2014 · 3 repositories · arXiv:1404.2986
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The Application of Imperialist Competitive Algorithm for Fuzzy Random Portfolio Selection Problem 19 Feb 2014 · 0 repositories · arXiv:1402.4834
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Hybrid Approach to Face Recognition System using Principle component and Independent component with score based fusion process 2 Jan 2014 · 0 repositories · arXiv:1401.0395
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Efficient Visual Coding: From Retina To V2 20 Dec 2013 · 0 repositories · arXiv:1312.6077
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What Are the Invariant Occlusive Components of Image Patches? A Probabilistic Generative Approach 1 Dec 2013 · 0 repositories
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The More, the Merrier: the Blessing of Dimensionality for Learning Large Gaussian Mixtures 12 Nov 2013 · 0 repositories · arXiv:1311.2891
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Graph Colouring Problem Based on Discrete Imperialist Competitive Algorithm 17 Aug 2013 · 0 repositories · arXiv:1308.3784
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Separation of cardiac and respiratory components from the electrical bio-impedance signal using PCA and fast ICA 3 Jul 2013 · 0 repositories · arXiv:1307.0915
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Fourier PCA and Robust Tensor Decomposition 25 Jun 2013 · 1 repository · arXiv:1306.5825
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Kernel Reconstruction ICA for Sparse Representation 9 Apr 2013 · 0 repositories · arXiv:1304.2490
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Independent Vector Analysis: Identification Conditions and Performance Bounds 29 Mar 2013 · 0 repositories · arXiv:1303.7474
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Efficient learning of simplices 9 Nov 2012 · 0 repositories · arXiv:1211.2227
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Blind Signal Separation in the Presence of Gaussian Noise 7 Nov 2012 · 0 repositories · arXiv:1211.1716
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ICA with Reconstruction Cost for Efficient Overcomplete Feature Learning 1 Dec 2011 · 0 repositories
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Structural equations and divisive normalization for energy-dependent component analysis 1 Dec 2011 · 0 repositories
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Bayesian Learning via Stochastic Gradient Langevin Dynamics 28 Jul 2011 · 2 repositories
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High Performance Human Face Recognition using Independent High Intensity Gabor Wavelet Responses: A Statistical Approach 17 Jun 2011 · 0 repositories · arXiv:1106.03467
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Tiled convolutional neural networks 1 Dec 2010 · 0 repositories
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The 'tree-dependent components' of natural scenes are edge filters 1 Dec 2009 · 0 repositories
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ICA based on a Smooth Estimation of the Differential Entropy 1 Dec 2008 · 0 repositories
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Reducing statistical dependencies in natural signals using radial Gaussianization 1 Dec 2008 · 0 repositories
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An online Hebbian learning rule that performs Independent Component Analysis 1 Dec 2007 · 0 repositories
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Sparse deep belief net model for visual area V2 1 Dec 2007 · 0 repositories