Methods › Computer Vision › Image Denoising Models › PCA › Papers, page 13

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 13 of 14: papers 1,201 to 1,300 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.

• Deep Autoencoders for Dimensionality Reduction of High-Content Screening Data
  7 Jan 2015 · 0 repositories · arXiv:1501.01348
• Improving approximate RPCA with a k-sparsity prior
  29 Dec 2014 · 0 repositories · arXiv:1412.8291
• Facial Expressions recognition Based on Principal Component Analysis (PCA)
  23 Dec 2014 · 0 repositories · arXiv:1506.01939
• A Stable Multi-Scale Kernel for Topological Machine Learning
  21 Dec 2014 · 0 repositories · arXiv:1412.6821
• Correlation of Data Reconstruction Error and Shrinkages in Pair-wise Distances under Principal Component Analysis (PCA)
  21 Dec 2014 · 0 repositories · arXiv:1412.6752
• Cauchy Principal Component Analysis
  19 Dec 2014 · 0 repositories · arXiv:1412.6506
• Finding a sparse vector in a subspace: Linear sparsity using alternating directions
  15 Dec 2014 · 1 repository · arXiv:1412.4659
• A Framework for Shape Analysis via Hilbert Space Embedding
  13 Dec 2014 · 0 repositories · arXiv:1412.4174
• Kernel Methods on the Riemannian Manifold of Symmetric Positive Definite Matrices
  13 Dec 2014 · 0 repositories · arXiv:1412.4172
• Fast Steerable Principal Component Analysis
  2 Dec 2014 · 0 repositories · arXiv:1412.0781
• Subspace Embeddings for the Polynomial Kernel
  1 Dec 2014 · 0 repositories
• Tighten after Relax: Minimax-Optimal Sparse PCA in Polynomial Time
  1 Dec 2014 · 0 repositories
• A Convex Sparse PCA for Feature Analysis
  23 Nov 2014 · 0 repositories · arXiv:1411.6233
• Unsupervised Neural Architecture for Saliency Detection: Extended Version
  18 Nov 2014 · 0 repositories · arXiv:1412.3717
• Kernel Mean Estimation via Spectral Filtering
  4 Nov 2014 · 0 repositories · arXiv:1411.0900
• Non-convex Robust PCA
  28 Oct 2014 · 0 repositories · arXiv:1410.7660
• Generalized Low Rank Models
  1 Oct 2014 · 1 repository · arXiv:1410.0342
• On The Power of Joint Wavelet-DCT Features for Multispectral Palmprint Recognition
  27 Sep 2014 · 0 repositories · arXiv:1409.7818
• Subspace Alignment For Domain Adaptation
  18 Sep 2014 · 0 repositories · arXiv:1409.5241
• On the optimality of shape and data representation in the spectral domain
  15 Sep 2014 · 0 repositories · arXiv:1409.4349
• Improved Distributed Principal Component Analysis
  25 Aug 2014 · 0 repositories · arXiv:1408.5823
• Nonconvex Statistical Optimization: Minimax-Optimal Sparse PCA in Polynomial Time
  22 Aug 2014 · 0 repositories · arXiv:1408.5352
• On the Sample Complexity of Subspace Learning
  21 Aug 2014 · 0 repositories · arXiv:1408.5032
• Tight convex relaxations for sparse matrix factorization
  19 Jul 2014 · 0 repositories · arXiv:1407.5158
• Affine Subspace Representation for Feature Description
  18 Jul 2014 · 0 repositories · arXiv:1407.4874
• Sequential Logistic Principal Component Analysis (SLPCA): Dimensional Reduction in Streaming Multivariate Binary-State System
  16 Jul 2014 · 0 repositories · arXiv:1407.4430
• An eigenanalysis of data centering in machine learning
  10 Jul 2014 · 0 repositories · arXiv:1407.2904
• Novel methods for multilinear data completion and de-noising based on tensor-SVD
  7 Jul 2014 · 2 repositories · arXiv:1407.1785
• Recognition of Isolated Words using Zernike and MFCC features for Audio Visual Speech Recognition
  4 Jul 2014 · 0 repositories · arXiv:1407.1165
• Face Image Classification by Pooling Raw Features
  26 Jun 2014 · 0 repositories · arXiv:1406.6811
• On semidefinite relaxations for the block model
  21 Jun 2014 · 1 repository · arXiv:1406.5647
• Dimensionality reduction for time series data
  14 Jun 2014 · 0 repositories · arXiv:1406.3711
• Learning with Cross-Kernels and Ideal PCA
  10 Jun 2014 · 0 repositories · arXiv:1406.2646
• Shared Representation Learning for Heterogeneous Face Recognition
  5 Jun 2014 · 0 repositories · arXiv:1406.1247
• Hybrid Conditional Gradient - Smoothing Algorithms with Applications to Sparse and Low Rank Regularization
  14 Apr 2014 · 0 repositories · arXiv:1404.3591
• PCANet: A Simple Deep Learning Baseline for Image Classification?
  14 Apr 2014 · 2 repositories · arXiv:1404.3606
  Syntology 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples)
• Neural Codes for Image Retrieval
  7 Apr 2014 · 1 repository · arXiv:1404.1777
• A Tutorial on Principal Component Analysis
  3 Apr 2014 · 7 repositories · arXiv:1404.1100
  Syntology 10 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 0 violated, 10 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 11 harvested samples)
• Spectral Sparse Representation for Clustering: Evolved from PCA, K-means, Laplacian Eigenmap, and Ratio Cut
  25 Mar 2014 · 0 repositories · arXiv:1403.6290
• Combination of PCA with SMOTE Resampling to Boost the Prediction Rate in Lung Cancer Dataset
  8 Mar 2014 · 0 repositories · arXiv:1403.1949
• Sparse Principal Component Analysis via Rotation and Truncation
  6 Mar 2014 · 0 repositories · arXiv:1403.1430
• High Dimensional Semiparametric Scale-Invariant Principal Component Analysis
  18 Feb 2014 · 0 repositories · arXiv:1402.4507
• The Random Forest Kernel and other kernels for big data from random partitions
  18 Feb 2014 · 0 repositories · arXiv:1402.4293
• Learning Ordered Representations with Nested Dropout
  5 Feb 2014 · 1 repository · arXiv:1402.0915
• Randomized Nonlinear Component Analysis
  1 Feb 2014 · 0 repositories · arXiv:1402.0119
• Sparsistency and agnostic inference in sparse PCA
  27 Jan 2014 · 0 repositories · arXiv:1401.6978
• Multilinear Wavelets: A Statistical Shape Space for Human Faces
  13 Jan 2014 · 1 repository · arXiv:1401.2818
• 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
• Hyperopt-Sklearn: Automatic Hyperparameter Configuration for Scikit-Learn
  1 Jan 2014 · 2 repositories
• Near-separable Non-negative Matrix Factorization with ℓ₁- and Bregman Loss Functions
  27 Dec 2013 · 0 repositories · arXiv:1312.7167
• Large-Scale Paralleled Sparse Principal Component Analysis
  21 Dec 2013 · 0 repositories · arXiv:1312.6182
• Efficient Visual Coding: From Retina To V2
  20 Dec 2013 · 0 repositories · arXiv:1312.6077
• Word Emdeddings through Hellinger PCA
  19 Dec 2013 · 0 repositories · arXiv:1312.5542
• Robust Subspace System Identification via Weighted Nuclear Norm Optimization
  7 Dec 2013 · 0 repositories · arXiv:1312.2132
• Online PCA for Contaminated Data
  1 Dec 2013 · 0 repositories
• Online Robust PCA via Stochastic Optimization
  1 Dec 2013 · 0 repositories
• Probabilistic Principal Geodesic Analysis
  1 Dec 2013 · 0 repositories
• Robust learning of low-dimensional dynamics from large neural ensembles
  1 Dec 2013 · 0 repositories
• Robust Transfer Principal Component Analysis with Rank Constraints
  1 Dec 2013 · 0 repositories
• Sparse Additive Text Models with Low Rank Background
  1 Dec 2013 · 0 repositories
• Auto-adaptative Laplacian Pyramids for High-dimensional Data Analysis
  26 Nov 2013 · 0 repositories · arXiv:1311.6594
• The Noisy Power Method: A Meta Algorithm with Applications
  11 Nov 2013 · 0 repositories · arXiv:1311.2495
• Using Robust PCA to estimate regional characteristics of language use from geo-tagged Twitter messages
  5 Nov 2013 · 0 repositories · arXiv:1311.1169
• TOP-SPIN: TOPic discovery via Sparse Principal component INterference
  4 Nov 2013 · 0 repositories · arXiv:1311.1406
• Principal motion components for gesture recognition using a single-example
  17 Oct 2013 · 0 repositories · arXiv:1310.4822
• Optimal Sensor Placement and Enhanced Sparsity for Classification
  15 Oct 2013 · 0 repositories · arXiv:1310.4217
• Classifying Traffic Scenes Using The GIST Image Descriptor
  1 Oct 2013 · 0 repositories · arXiv:1310.0316
• Rotationally Invariant Image Representation for Viewing Direction Classification in Cryo-EM
  29 Sep 2013 · 0 repositories · arXiv:1309.7643
• Sparse and Functional Principal Components Analysis
  11 Sep 2013 · 1 repository · arXiv:1309.2895
• Learning Transformations for Clustering and Classification
  9 Sep 2013 · 0 repositories · arXiv:1309.2074
• A Comparative Study of Human thermal face recognition based on Haar wavelet transform (HWT) and Local Binary Pattern (LBP)
  4 Sep 2013 · 0 repositories · arXiv:1309.1009
• Stochastic Optimization of PCA with Capped MSG
  5 Jul 2013 · 0 repositories · arXiv:1307.1674
• 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
• Anomaly Detection via oversampling Principal Component Analysis
  1 Jul 2013 · 1 repository
• Memory Limited, Streaming PCA
  28 Jun 2013 · 0 repositories · arXiv:1307.0032
• Fourier PCA and Robust Tensor Decomposition
  25 Jun 2013 · 1 repository · arXiv:1306.5825
• A Novel Block-DCT and PCA Based Image Perceptual Hashing Algorithm
  18 Jun 2013 · 0 repositories · arXiv:1306.4079
• On-line PCA with Optimal Regrets
  17 Jun 2013 · 0 repositories · arXiv:1306.3895
• Do semidefinite relaxations solve sparse PCA up to the information limit?
  16 Jun 2013 · 0 repositories · arXiv:1306.3690
• Hyperparameter Optimization and Boosting for Classifying Facial Expressions: How good can a "Null" Model be?
  14 Jun 2013 · 0 repositories · arXiv:1306.3476
• Robust Support Vector Machines for Speaker Verification Task
  12 Jun 2013 · 0 repositories · arXiv:1306.2906
• Emotional Expression Classification using Time-Series Kernels
  8 Jun 2013 · 0 repositories · arXiv:1306.1913
• Performance analysis of unsupervised feature selection methods
  6 Jun 2013 · 0 repositories · arXiv:1306.1326
• Iterative Grassmannian Optimization for Robust Image Alignment
  3 Jun 2013 · 0 repositories · arXiv:1306.0404
• A Unified Framework for Probabilistic Component Analysis
  13 Mar 2013 · 0 repositories · arXiv:1303.3240
• Sparse PCA through Low-rank Approximations
  3 Mar 2013 · 0 repositories · arXiv:1303.0551
• Adaptive Metric Dimensionality Reduction
  12 Feb 2013 · 0 repositories · arXiv:1302.2752
• pROST : A Smoothed Lp-norm Robust Online Subspace Tracking Method for Realtime Background Subtraction in Video
  8 Feb 2013 · 0 repositories · arXiv:1302.2073
• Distributed Probabilistic Learning for Camera Networks with Missing Data
  1 Dec 2012 · 0 repositories
• Near-optimal Differentially Private Principal Components
  1 Dec 2012 · 0 repositories
• On the Sample Complexity of Robust PCA
  1 Dec 2012 · 0 repositories
• Perfect Dimensionality Recovery by Variational Bayesian PCA
  1 Dec 2012 · 0 repositories
• Kernel Principal Component Analysis and its Applications in Face Recognition and Active Shape Models
  15 Jul 2012 · 2 repositories · arXiv:1207.3538
• Near-Optimal Algorithms for Differentially-Private Principal Components
  12 Jul 2012 · 0 repositories · arXiv:1207.2812
• A Linear Approximation to the chi^2 Kernel with Geometric Convergence
  18 Jun 2012 · 0 repositories · arXiv:1206.4074
• Optimizing Face Recognition Using PCA
  7 Jun 2012 · 0 repositories · arXiv:1206.01515
• Invariant Scattering Convolution Networks
  5 Mar 2012 · 1 repository · arXiv:1203.1513
  Syntology 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 3 honoured, 1 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples) · 4 pointer-only (licence)
• A Novel M-Estimator for Robust PCA
  20 Dec 2011 · 0 repositories · arXiv:1112.4863
• Demixed Principal Component Analysis
  1 Dec 2011 · 0 repositories
• Large-Scale Sparse Principal Component Analysis with Application to Text Data
  1 Dec 2011 · 0 repositories