Methods › Computer Vision › Image Denoising Models › PCA › Papers, page 12
Principal Components Analysis
PCA
Papers archive 2025-07-28
archive papers tagged: 1,323 · with a code link: 319 · where Syntology ran a sample: 46 (31 with a run with no instrument failure, 15 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (46 of 1,323 tagged: 31 with a run with no instrument failure, 15 where every run was a failure of Syntology's instrument)
Page 12 of 14: papers 1,101 to 1,200 of 1,323, 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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Single Pass PCA of Matrix Products 21 Oct 2016 · 1 repository · arXiv:1610.06656
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What is the Best Way for Extracting Meaningful Attributes from Pictures? 17 Oct 2016 · 0 repositories · arXiv:1610.04957
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Mapping Between fMRI Responses to Movies and their Natural Language Annotations 13 Oct 2016 · 1 repository · arXiv:1610.03914
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Towards a Theoretical Analysis of PCA for Heteroscedastic Data 12 Oct 2016 · 0 repositories · arXiv:1610.03595
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EM-Based Mixture Models Applied to Video Event Detection 10 Oct 2016 · 0 repositories · arXiv:1610.02923
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Effective Combination of Language and Vision Through Model Composition and the R-CCA Method 28 Sep 2016 · 0 repositories · arXiv:1609.08810
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Sparse principal component regression for generalized linear models 28 Sep 2016 · 0 repositories · arXiv:1609.08886
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The RNN-ELM Classifier 25 Sep 2016 · 0 repositories · arXiv:1609.07724
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Optimality and Sub-optimality of PCA for Spiked Random Matrices and Synchronization 19 Sep 2016 · 0 repositories · arXiv:1609.05573
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Coherence Pursuit: Fast, Simple, and Robust Principal Component Analysis 15 Sep 2016 · 0 repositories · arXiv:1609.04789
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Iteratively Reweighted Least Squares Algorithms for L1-Norm Principal Component Analysis 10 Sep 2016 · 0 repositories · arXiv:1609.02997
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Structured Sparse Principal Components Analysis with the TV-Elastic Net penalty 6 Sep 2016 · 0 repositories · arXiv:1609.01423
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Pilot Testing an Artificial Intelligence Algorithm That Selects Homeless Youth Peer Leaders Who Promote HIV Testing 19 Aug 2016 · 0 repositories · arXiv:1608.05701
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Parameterized Principal Component Analysis 16 Aug 2016 · 0 repositories · arXiv:1608.04695
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Correlated-PCA: Principal Components' Analysis when Data and Noise are Correlated 15 Aug 2016 · 0 repositories · arXiv:1608.04320
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Early Methods for Detecting Adversarial Images 1 Aug 2016 · 1 repository · arXiv:1608.00530Syntology official (archive's flag): 9 ran · 9 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 1 violated, 8 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 10 harvested samples)
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Face Recognition Using Scattering Convolutional Network 30 Jul 2016 · 0 repositories · arXiv:1608.00059
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Asymptotic properties of Principal Component Analysis and shrinkage-bias adjustment under the Generalized Spiked Population model 28 Jul 2016 · 0 repositories · arXiv:1607.08647
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Deep Appearance Models: A Deep Boltzmann Machine Approach for Face Modeling 23 Jul 2016 · 0 repositories · arXiv:1607.06871
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Explaining Predictions of Non-Linear Classifiers in NLP 23 Jun 2016 · 1 repository · arXiv:1606.07298
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Nearly-optimal Robust Matrix Completion 23 Jun 2016 · 0 repositories · arXiv:1606.07315
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Mutual information for symmetric rank-one matrix estimation: A proof of the replica formula 13 Jun 2016 · 0 repositories · arXiv:1606.04142
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Sequential Principal Curves Analysis 2 Jun 2016 · 0 repositories · arXiv:1606.00856
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Suppressing Background Radiation Using Poisson Principal Component Analysis 26 May 2016 · 0 repositories · arXiv:1605.08455
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Fast Algorithms for Robust PCA via Gradient Descent 25 May 2016 · 0 repositories · arXiv:1605.07784
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Riemannian SVRG: Fast Stochastic Optimization on Riemannian Manifolds 23 May 2016 · 0 repositories · arXiv:1605.07147
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Bayesian Variable Selection for Globally Sparse Probabilistic PCA 19 May 2016 · 0 repositories · arXiv:1605.05918
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Fast and Accurate Performance Analysis of LTE Radio Access Networks 16 May 2016 · 0 repositories · arXiv:1605.04652
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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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Structured Nonconvex and Nonsmooth Optimization: Algorithms and Iteration Complexity Analysis 9 May 2016 · 0 repositories · arXiv:1605.02408
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Matrix Factorization-Based Clustering Of Image Features For Bandwidth-Constrained Information Retrieval 7 May 2016 · 0 repositories · arXiv:1605.02140
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Estimating Sparse Signals with Smooth Support via Convex Programming and Block Sparsity 6 May 2016 · 0 repositories · arXiv:1605.01813
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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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Probing the Intra-Component Correlations within Fisher Vector for Material Classification 15 Apr 2016 · 0 repositories · arXiv:1604.04473
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Efficient Globally Convergent Stochastic Optimization for Canonical Correlation Analysis 7 Apr 2016 · 0 repositories · arXiv:1604.01870
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Non-Greedy L21-Norm Maximization for Principal Component Analysis 28 Mar 2016 · 0 repositories · arXiv:1603.08293
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An Empirical Study of Dimensional Reduction Techniques for Facial Action Units Detection 25 Mar 2016 · 0 repositories · arXiv:1603.08039
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Near-Optimal Stochastic Approximation for Online Principal Component Estimation 16 Mar 2016 · 0 repositories · arXiv:1603.05305
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An efficient Exact-PGA algorithm for constant curvature manifolds 13 Mar 2016 · 0 repositories · arXiv:1603.03984
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Elastic Functional Coding of Riemannian Trajectories 7 Mar 2016 · 1 repository · arXiv:1603.02200
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PCA/LDA Approach for Text-Independent Speaker Recognition 25 Feb 2016 · 0 repositories · arXiv:1602.08045
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An Improved Gap-Dependency Analysis of the Noisy Power Method 23 Feb 2016 · 0 repositories · arXiv:1602.07046
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Principal Component Projection Without Principal Component Analysis 22 Feb 2016 · 0 repositories · arXiv:1602.06872
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Streaming PCA: Matching Matrix Bernstein and Near-Optimal Finite Sample Guarantees for Oja's Algorithm 22 Feb 2016 · 0 repositories · arXiv:1602.06929
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Compressive PCA for Low-Rank Matrices on Graphs 5 Feb 2016 · 0 repositories · arXiv:1602.02070
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On the Nyström and Column-Sampling Methods for the Approximate Principal Components Analysis of Large Data Sets 2 Feb 2016 · 0 repositories · arXiv:1602.01120
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Dimensionality Reduction via Regression in Hyperspectral Imagery 31 Jan 2016 · 0 repositories · arXiv:1602.00214
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Principal Polynomial Analysis 31 Jan 2016 · 0 repositories · arXiv:1602.00221
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Universal Collaboration Strategies for Signal Detection: A Sparse Learning Approach 22 Jan 2016 · 0 repositories · arXiv:1601.06201
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Multi-centrality Graph Spectral Decompositions and their Application to Cyber Intrusion Detection 23 Dec 2015 · 0 repositories · arXiv:1512.07372
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Sparse Generalized Principal Component Analysis for Large-scale Applications beyond Gaussianity 12 Dec 2015 · 0 repositories · arXiv:1512.03883
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Pseudo-Bayesian Robust PCA: Algorithms and Analyses 7 Dec 2015 · 0 repositories · arXiv:1512.02188
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Analysis of Robust PCA via Local Incoherence 1 Dec 2015 · 0 repositories
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Informative Data Projections: A Framework and Two Examples 27 Nov 2015 · 0 repositories · arXiv:1511.08762
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Wishart Mechanism for Differentially Private Principal Components Analysis 18 Nov 2015 · 0 repositories · arXiv:1511.05680
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Online Principal Component Analysis in High Dimension: Which Algorithm to Choose? 11 Nov 2015 · 0 repositories · arXiv:1511.03688
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Preconditioned Data Sparsification for Big Data with Applications to PCA and K-means 31 Oct 2015 · 2 repositories · arXiv:1511.00152
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Linear-time Detection of Non-linear Changes in Massively High Dimensional Time Series 28 Oct 2015 · 0 repositories · arXiv:1510.08385
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Aggregating Deep Convolutional Features for Image Retrieval 26 Oct 2015 · 2 repositories · arXiv:1510.07493
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Dimensionality Reduction for Binary Data through the Projection of Natural Parameters 21 Oct 2015 · 1 repository · arXiv:1510.06112
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Tensor vs Matrix Methods: Robust Tensor Decomposition under Block Sparse Perturbations 15 Oct 2015 · 0 repositories · arXiv:1510.04747
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Towards Meaningful Maps of Polish Case Law 12 Oct 2015 · 0 repositories · arXiv:1510.03421
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Convergence of Stochastic Gradient Descent for PCA 30 Sep 2015 · 0 repositories · arXiv:1509.09002
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On the Complexity of Robust PCA and ℓ₁-norm Low-Rank Matrix Approximation 30 Sep 2015 · 0 repositories · arXiv:1509.09236
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Deep Trans-layer Unsupervised Networks for Representation Learning 27 Sep 2015 · 0 repositories · arXiv:1509.08038
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Fast and Simple PCA via Convex Optimization 18 Sep 2015 · 0 repositories · arXiv:1509.05647
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Fast low-rank estimation by projected gradient descent: General statistical and algorithmic guarantees 10 Sep 2015 · 0 repositories · arXiv:1509.03025
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Value function approximation via low-rank models 31 Aug 2015 · 1 repository · arXiv:1509.00061
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A Randomized Rounding Algorithm for Sparse PCA 13 Aug 2015 · 0 repositories · arXiv:1508.03337
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Sparse PCA via Bipartite Matchings 4 Aug 2015 · 0 repositories · arXiv:1508.00625
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On the Worst-Case Approximability of Sparse PCA 21 Jul 2015 · 0 repositories · arXiv:1507.05950
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Spectral Smoothing via Random Matrix Perturbations 10 Jul 2015 · 0 repositories · arXiv:1507.03032
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DCTNet : A Simple Learning-free Approach for Face Recognition 8 Jul 2015 · 0 repositories · arXiv:1507.02049
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Iris Recognition Using Scattering Transform and Textural Features 8 Jul 2015 · 0 repositories · arXiv:1507.02177
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A note on patch-based low-rank minimization for fast image denoising 28 Jun 2015 · 0 repositories · arXiv:1506.08353
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Principal Geodesic Analysis for Probability Measures under the Optimal Transport Metric 26 Jun 2015 · 0 repositories · arXiv:1506.07944
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Robust Structured Low-Rank Approximation on the Grassmannian 12 Jun 2015 · 0 repositories · arXiv:1506.03958
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Stay on path: PCA along graph paths 8 Jun 2015 · 0 repositories · arXiv:1506.02344
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Improved SVRG for Non-Strongly-Convex or Sum-of-Non-Convex Objectives 5 Jun 2015 · 3 repositories · arXiv:1506.01972
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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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Robust PCA: Optimization of the Robust Reconstruction Error over the Stiefel Manifold 1 Jun 2015 · 0 repositories · arXiv:1506.00323
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Using Dimension Reduction to Improve the Classification of High-dimensional Data 26 May 2015 · 0 repositories · arXiv:1505.06907
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A PCA-Based Convolutional Network 14 May 2015 · 0 repositories · arXiv:1505.03703
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Self-Expressive Decompositions for Matrix Approximation and Clustering 4 May 2015 · 0 repositories · arXiv:1505.00824
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Deconstructing Principal Component Analysis Using a Data Reconciliation Perspective 2 May 2015 · 0 repositories · arXiv:1505.00314
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Semi-Orthogonal Multilinear PCA with Relaxed Start 30 Apr 2015 · 0 repositories · arXiv:1504.08142
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Robust Principal Component Analysis on Graphs 23 Apr 2015 · 0 repositories · arXiv:1504.06151
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Randomized Block Krylov Methods for Stronger and Faster Approximate Singular Value Decomposition 21 Apr 2015 · 0 repositories · arXiv:1504.05477
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Scale Up Nonlinear Component Analysis with Doubly Stochastic Gradients 14 Apr 2015 · 0 repositories · arXiv:1504.03655
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Maximum Entropy Linear Manifold for Learning Discriminative Low-dimensional Representation 10 Apr 2015 · 0 repositories · arXiv:1504.02622
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Communication Efficient Distributed Kernel Principal Component Analysis 23 Mar 2015 · 0 repositories · arXiv:1503.06858
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Analysis of PCA Algorithms in Distributed Environments 17 Mar 2015 · 0 repositories · arXiv:1503.05214
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Online Matrix Completion and Online Robust PCA 11 Mar 2015 · 0 repositories · arXiv:1503.03525
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Total Variation Regularized Tensor RPCA for Background Subtraction from Compressive Measurements 6 Mar 2015 · 0 repositories · arXiv:1503.01868
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Scalable Iterative Algorithm for Robust Subspace Clustering 5 Mar 2015 · 0 repositories · arXiv:1503.01578
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Phase Transitions for High Dimensional Clustering and Related Problems 24 Feb 2015 · 0 repositories · arXiv:1502.06952
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Optimal Sparse Linear Auto-Encoders and Sparse PCA 23 Feb 2015 · 0 repositories · arXiv:1502.06626
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Rectified Factor Networks 23 Feb 2015 · 0 repositories · arXiv:1502.06464
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NP-Hardness and Inapproximability of Sparse PCA 19 Feb 2015 · 0 repositories · arXiv:1502.05675
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A HMAX with LLC for visual recognition 10 Feb 2015 · 0 repositories · arXiv:1502.02772