Methods › Computer Vision › Image Denoising Models › PCA › Papers, page 11
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 11 of 14: papers 1,001 to 1,100 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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Nearly Optimal Robust Subspace Tracking 17 Dec 2017 · 1 repository · arXiv:1712.06061
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Neural Component Analysis for Fault Detection 12 Dec 2017 · 1 repository · arXiv:1712.04118
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Fast Low-Rank Matrix Estimation without the Condition Number 8 Dec 2017 · 0 repositories · arXiv:1712.03281
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Single-trial P300 Classification using PCA with LDA, QDA and Neural Networks 6 Dec 2017 · 0 repositories · arXiv:1712.01977
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Assessing Information Transmission in Data Transformations with the Channel Multivariate Entropy Triangle 30 Nov 2017 · 1 repository · arXiv:1711.11510
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Robust Subspace Learning: Robust PCA, Robust Subspace Tracking, and Robust Subspace Recovery 26 Nov 2017 · 0 repositories · arXiv:1711.09492
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Autoencoder Node Saliency: Selecting Relevant Latent Representations 21 Nov 2017 · 1 repository · arXiv:1711.07871
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A Fusion-based Gender Recognition Method Using Facial Images 17 Nov 2017 · 1 repository · arXiv:1711.06451
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Accelerated Alternating Projections for Robust Principal Component Analysis 15 Nov 2017 · 1 repository · arXiv:1711.05519
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Deep-ESN: A Multiple Projection-encoding Hierarchical Reservoir Computing Framework 13 Nov 2017 · 0 repositories · arXiv:1711.05255
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Dimension Reduction of High-Dimensional Datasets Based on Stepwise SVM 9 Nov 2017 · 0 repositories · arXiv:1711.03346
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Clustering with feature selection using alternating minimization, Application to computational biology 8 Nov 2017 · 0 repositories · arXiv:1711.02974
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Model-free Nonconvex Matrix Completion: Local Minima Analysis and Applications in Memory-efficient Kernel PCA 6 Nov 2017 · 0 repositories · arXiv:1711.01742
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Fine-tuning CNN Image Retrieval with No Human Annotation 3 Nov 2017 · 14 repositories · arXiv:1711.02512Syntology official (archive's flag): 7 ran · 17 ran (of which 0 constructed an object rather than computing a result; 16 with no instrument failure: 1 honoured, 0 violated, 15 with no contract checked; 1 where Syntology's instrument failed) · 7 unverified (of 24 harvested samples) · 5 pointer-only (licence)
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Random Subspace Two-dimensional LDA for Face Recognition 2 Nov 2017 · 0 repositories · arXiv:1711.00575
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The Exact Solution to Rank-1 L1-norm TUCKER2 Decomposition 31 Oct 2017 · 1 repository · arXiv:1710.11306
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DPCA: Dimensionality Reduction for Discriminative Analytics of Multiple Large-Scale Datasets 25 Oct 2017 · 0 repositories · arXiv:1710.09429
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SMSSVD - SubMatrix Selection Singular Value Decomposition 23 Oct 2017 · 1 repository · arXiv:1710.08144
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Elliptical modeling and pattern analysis for perturbation models and classfication 22 Oct 2017 · 0 repositories · arXiv:1710.07939
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Facial Keypoints Detection 15 Oct 2017 · 0 repositories · arXiv:1710.05279
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Regression-aware decompositions 11 Oct 2017 · 0 repositories · arXiv:1710.04238
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Primal-Dual Optimization Algorithms over Riemannian Manifolds: an Iteration Complexity Analysis 5 Oct 2017 · 0 repositories · arXiv:1710.02236
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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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A Simple and Fast Algorithm for L1-norm Kernel PCA 28 Sep 2017 · 0 repositories · arXiv:1709.10152
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Augmented Robust PCA For Foreground-Background Separation on Noisy, Moving Camera Video 27 Sep 2017 · 0 repositories · arXiv:1709.09328
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Catching Anomalous Distributed Photovoltaics: An Edge-based Multi-modal Anomaly Detection 26 Sep 2017 · 0 repositories · arXiv:1709.08830
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Morphable Face Models - An Open Framework 25 Sep 2017 · 2 repositories · arXiv:1709.08398
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Contrastive Principal Component Analysis 20 Sep 2017 · 1 repository · arXiv:1709.06716
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Finite Sample Guarantees for PCA in Non-Isotropic and Data-Dependent Noise 19 Sep 2017 · 1 repository · arXiv:1709.06255
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Adaptive PCA for Time-Varying Data 7 Sep 2017 · 0 repositories · arXiv:1709.02373
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Supervised Dimensionality Reduction for Big Data 5 Sep 2017 · 2 repositories · arXiv:1709.01233
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Co-trained convolutional neural networks for automated detection of prostate cancer in multi-parametric MRI 24 Aug 2017 · 1 repository
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A Deterministic Nonsmooth Frank Wolfe Algorithm with Coreset Guarantees 22 Aug 2017 · 0 repositories · arXiv:1708.06714
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Deep Convolutional Neural Networks for Raman Spectrum Recognition: A Unified Solution 18 Aug 2017 · 1 repository · arXiv:1708.09022
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Tensor Robust Principal Component Analysis: Exact Recovery of Corrupted Low-Rank Tensors via Convex Optimization 14 Aug 2017 · 0 repositories · arXiv:1708.04181
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Multi-Stage Feature Selection Based Intelligent Classifier for Classification of Incipient Stage Fire in Building 12 Aug 2017 · 0 repositories · arXiv:1708.08750
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Simple and Effective Dimensionality Reduction for Word Embeddings 11 Aug 2017 · 1 repository · arXiv:1708.03629
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Coherence Pursuit: Fast, Simple, and Robust Subspace Recovery 1 Aug 2017 · 0 repositories
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How Close Are the Eigenvectors of the Sample and Actual Covariance Matrices? 1 Aug 2017 · 0 repositories
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Joint Dimensionality Reduction and Metric Learning: A Geometric Take 1 Aug 2017 · 0 repositories
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Nearly Optimal Robust Matrix Completion 1 Aug 2017 · 0 repositories
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Robust PCA by Manifold Optimization 1 Aug 2017 · 0 repositories · arXiv:1708.00257
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Shape Generation using Spatially Partitioned Point Clouds 19 Jul 2017 · 0 repositories · arXiv:1707.06267
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Accelerated Stochastic Power Iteration 10 Jul 2017 · 2 repositories · arXiv:1707.02670Syntology 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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Learning Mixture of Gaussians with Streaming Data 8 Jul 2017 · 0 repositories · arXiv:1707.02391
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Weighted Low Rank Approximation for Background Estimation Problems 4 Jul 2017 · 0 repositories · arXiv:1707.01753
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Designing Illuminant Spectral Power Distributions for Surface Classification 1 Jul 2017 · 1 repository
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Compressive Statistical Learning with Random Feature Moments 22 Jun 2017 · 0 repositories · arXiv:1706.07180
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Revisiting L21-norm Robustness with Vector Outlier Regularization 20 Jun 2017 · 0 repositories · arXiv:1706.06409
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Fixed-Rank Approximation of a Positive-Semidefinite Matrix from Streaming Data 18 Jun 2017 · 0 repositories · arXiv:1706.05736
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Hidden Talents of the Variational Autoencoder 16 Jun 2017 · 1 repository · arXiv:1706.05148
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Self-adaptive node-based PCA encodings 16 Jun 2017 · 0 repositories · arXiv:1708.04498
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Estimating Shape Parameters of Piecewise Linear-Quadratic Problems 6 Jun 2017 · 0 repositories · arXiv:1706.01865
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L1-norm Error Function Robustness and Outlier Regularization 28 May 2017 · 0 repositories · arXiv:1705.09954
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word2vec Skip-Gram with Negative Sampling is a Weighted Logistic PCA 27 May 2017 · 0 repositories · arXiv:1705.09755
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Provable Dynamic Robust PCA or Robust Subspace Tracking 24 May 2017 · 2 repositories · arXiv:1705.08948
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Sequence Summarization Using Order-constrained Kernelized Feature Subspaces 24 May 2017 · 0 repositories · arXiv:1705.08583
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ReFACTor: Practical Low-Rank Matrix Estimation Under Column-Sparsity 22 May 2017 · 0 repositories · arXiv:1705.07654
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MRI-PET Registration with Automated Algorithm in Pre-clinical Studies 19 May 2017 · 0 repositories · arXiv:1705.07062
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Maximum Margin Principal Components 17 May 2017 · 0 repositories · arXiv:1705.06371
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Local Shrunk Discriminant Analysis (LSDA) 3 May 2017 · 0 repositories · arXiv:1705.01206
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Optimal Projected Variance Group-Sparse Block PCA 1 May 2017 · 0 repositories · arXiv:1705.00461
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Matrix Completion and Related Problems via Strong Duality 27 Apr 2017 · 0 repositories · arXiv:1704.08683
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Single-Pass PCA of Large High-Dimensional Data 25 Apr 2017 · 0 repositories · arXiv:1704.07669
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Robust, Deep and Inductive Anomaly Detection 22 Apr 2017 · 5 repositories · arXiv:1704.06743
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On the Gap Between Strict-Saddles and True Convexity: An Omega(log d) Lower Bound for Eigenvector Approximation 14 Apr 2017 · 0 repositories · arXiv:1704.04548
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No Spurious Local Minima in Nonconvex Low Rank Problems: A Unified Geometric Analysis 3 Apr 2017 · 0 repositories · arXiv:1704.00708
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Provable Inductive Robust PCA via Iterative Hard Thresholding 2 Apr 2017 · 0 repositories · arXiv:1704.00367
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Separation of time scales and direct computation of weights in deep neural networks 14 Mar 2017 · 0 repositories · arXiv:1703.04757
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Microwave breast cancer detection using Empirical Mode Decomposition features 24 Feb 2017 · 0 repositories · arXiv:1702.07608
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Feasibility of Principal Component Analysis in hand gesture recognition system 23 Feb 2017 · 0 repositories · arXiv:1702.07371
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Improving high-pass fusion method using wavelets 23 Feb 2017 · 0 repositories · arXiv:1702.07343
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A Unified Framework for Low-Rank plus Sparse Matrix Recovery 21 Feb 2017 · 0 repositories · arXiv:1702.06525
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Robust Sparse Estimation Tasks in High Dimensions 20 Feb 2017 · 0 repositories · arXiv:1702.05860
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Online Robust Principal Component Analysis with Change Point Detection 19 Feb 2017 · 2 repositories · arXiv:1702.05698
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Thresholding based Efficient Outlier Robust PCA 18 Feb 2017 · 0 repositories · arXiv:1702.05571
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Maximally Correlated Principal Component Analysis 17 Feb 2017 · 0 repositories · arXiv:1702.05471
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PCA in Data-Dependent Noise (Correlated-PCA): Nearly Optimal Finite Sample Guarantees 10 Feb 2017 · 0 repositories · arXiv:1702.03070
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Low Rank Matrix Recovery with Simultaneous Presence of Outliers and Sparse Corruption 7 Feb 2017 · 0 repositories · arXiv:1702.01847
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Intrinsic Grassmann Averages for Online Linear, Robust and Nonlinear Subspace Learning 3 Feb 2017 · 0 repositories · arXiv:1702.01005
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PCA-Initialized Deep Neural Networks Applied To Document Image Analysis 1 Feb 2017 · 0 repositories · arXiv:1702.00177
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Computational Techniques in Multispectral Image Processing: Application to the Syriac Galen Palimpsest 31 Jan 2017 · 0 repositories · arXiv:1702.02508
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Representation of big data by dimension reduction 31 Jan 2017 · 0 repositories · arXiv:1702.00027
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A graph cut approach to 3D tree delineation, using integrated airborne LiDAR and hyperspectral imagery 24 Jan 2017 · 0 repositories · arXiv:1701.06715
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Incorporating Prior Information in Compressive Online Robust Principal Component Analysis 24 Jan 2017 · 1 repository · arXiv:1701.06852
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MS and PAN image fusion by combining Brovey and wavelet methods 8 Jan 2017 · 0 repositories · arXiv:1701.01996
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Probabilistic graphical model based approach for water mapping using GaoFen-2 (GF-2) high resolution imagery and Landsat 8 time series 22 Dec 2016 · 0 repositories · arXiv:1612.07801
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High Performance Software in Multidimensional Reduction Methods for Image Processing with Application to Ancient Manuscripts 19 Dec 2016 · 0 repositories · arXiv:1612.06457
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A Pseudo-Bayesian Algorithm for Robust PCA 1 Dec 2016 · 0 repositories
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Dimensionality Reduction of Massive Sparse Datasets Using Coresets 1 Dec 2016 · 0 repositories
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Fast and accurate spike sorting of high-channel count probes with KiloSort 1 Dec 2016 · 1 repository
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ResFeats: Residual Network Based Features for Image Classification 21 Nov 2016 · 0 repositories · arXiv:1611.06656
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Multilinear Low-Rank Tensors on Graphs & Applications 15 Nov 2016 · 0 repositories · arXiv:1611.04835
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Feature Engineering and Ensemble Modeling for Paper Acceptance Rank Prediction 14 Nov 2016 · 0 repositories · arXiv:1611.04369
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Unsupervised Learning For Effective User Engagement on Social Media 11 Nov 2016 · 0 repositories · arXiv:1611.03894
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Distributed Mean Estimation with Limited Communication 2 Nov 2016 · 0 repositories · arXiv:1611.00429
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Correlated-PCA: Principal Components' Analysis when Data and Noise are Correlated 28 Oct 2016 · 0 repositories · arXiv:1610.09307
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Homotopy Analysis for Tensor PCA 28 Oct 2016 · 0 repositories · arXiv:1610.09322
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A random version of principal component analysis in data clustering 27 Oct 2016 · 0 repositories · arXiv:1610.08664
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Convex Formulation for Kernel PCA and its Use in Semi-Supervised Learning 21 Oct 2016 · 0 repositories · arXiv:1610.06811