Methods › Computer Vision › Image Denoising Models › PCA › Papers, page 9

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 9 of 14: papers 801 to 900 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.

• Robust Principal Component Analysis with Adaptive Neighbors
  1 Dec 2019 · 0 repositories
• Adversarially Robust Low Dimensional Representations
  29 Nov 2019 · 0 repositories · arXiv:1911.13268
• Matrix Normal PCA for Interpretable Dimension Reduction and Graphical Noise Modeling
  25 Nov 2019 · 0 repositories · arXiv:1911.10796
• ROIPCA: An online memory-restricted PCA algorithm based on rank-one updates
  25 Nov 2019 · 1 repository · arXiv:1911.11049
• Two-stage dimension reduction for noisy high-dimensional images and application to Cryogenic Electron Microscopy
  22 Nov 2019 · 0 repositories · arXiv:1911.09816
• Multi-PCA based Fault Detection Model Combined with Prior knowledge of HVAC
  21 Nov 2019 · 0 repositories · arXiv:1911.13263
• Learning Embeddings from Cancer Mutation Sets for Classification Tasks
  20 Nov 2019 · 0 repositories · arXiv:1911.09008
• Gradient-based Sparse Principal Component Analysis with Extensions to Online Learning
  19 Nov 2019 · 2 repositories · arXiv:1911.08048
• Outlier-Robust High-Dimensional Sparse Estimation via Iterative Filtering
  19 Nov 2019 · 3 repositories · arXiv:1911.08085
  Syntology official (archive's flag): 3 ran · 6 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 1 honoured, 1 violated, 3 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 6 harvested samples)
• Deep Generative Models Strike Back! Improving Understanding and Evaluation in Light of Unmet Expectations for OoD Data
  12 Nov 2019 · 0 repositories · arXiv:1911.04699
• Efficient Fair Principal Component Analysis
  12 Nov 2019 · 0 repositories · arXiv:1911.04931
• Auto-encoding brain networks with applications to analyzing large-scale brain imaging datasets
  7 Nov 2019 · 0 repositories · arXiv:1911.02728
• Don't Blame the ELBO! A Linear VAE Perspective on Posterior Collapse
  6 Nov 2019 · 0 repositories · arXiv:1911.02469
• ODE-Inspired Analysis for the Biological Version of Oja's Rule in Solving Streaming PCA
  4 Nov 2019 · 0 repositories · arXiv:1911.02363
• A Generalization of Principal Component Analysis
  29 Oct 2019 · 0 repositories · arXiv:1910.13511
• Comparison of Different Spike Sorting Subtechniques Based on Rat Brain Basolateral Amygdala Neuronal Activity
  27 Oct 2019 · 0 repositories · arXiv:1910.14098
• Robust Principal Component Analysis Based On Maximum Correntropy Power Iterations
  24 Oct 2019 · 0 repositories · arXiv:1910.11374
• Icentia11K: An Unsupervised Representation Learning Dataset for Arrhythmia Subtype Discovery
  21 Oct 2019 · 1 repository · arXiv:1910.09570
• Introduction to Coresets: Accurate Coresets
  19 Oct 2019 · 0 repositories · arXiv:1910.08707
• A Multilabel Classification Framework for Approximate Nearest Neighbor Search
  18 Oct 2019 · 1 repository · arXiv:1910.08322
• Mapper Based Classifier
  17 Oct 2019 · 2 repositories · arXiv:1910.08103
• On Completeness-aware Concept-Based Explanations in Deep Neural Networks
  17 Oct 2019 · 2 repositories · arXiv:1910.07969
• A greedy anytime algorithm for sparse PCA
  15 Oct 2019 · 1 repository · arXiv:1910.06846
• Roweis Discriminant Analysis: A Generalized Subspace Learning Method
  11 Oct 2019 · 1 repository · arXiv:1910.05437
• On Polyhedral and Second-Order Cone Decompositions of Semidefinite Optimization Problems
  8 Oct 2019 · 0 repositories · arXiv:1910.03143
• Prostate cancer inference via weakly-supervised learning using a large collection of negative MRI
  5 Oct 2019 · 0 repositories · arXiv:1910.02185
• Recurrent neural network based decision support system
  5 Oct 2019 · 0 repositories · arXiv:1910.02219
• MASS-UMAP: Fast and accurate analog ensemble search in weather radar archive
  1 Oct 2019 · 0 repositories · arXiv:1910.01211
• Fast Fixed Dimension L2-Subspace Embeddings of Arbitrary Accuracy, With Application to L1 and L2 Tasks
  27 Sep 2019 · 0 repositories · arXiv:1909.12580
• Sparse Canonical Correlation Analysis via Concave Minimization
  17 Sep 2019 · 0 repositories · arXiv:1909.07947
• Shapley Values of Reconstruction Errors of PCA for Explaining Anomaly Detection
  8 Sep 2019 · 0 repositories · arXiv:1909.03495
• Single Training Dimension Selection for Word Embedding with PCA
  30 Aug 2019 · 0 repositories · arXiv:1909.01761
• Principal Component Analysis Using Structural Similarity Index for Images
  25 Aug 2019 · 1 repository · arXiv:1908.09287
• Gaussian Sketching yields a J-L Lemma in RKHS
  16 Aug 2019 · 0 repositories · arXiv:1908.05818
• Online Detection of Sparse Changes in High-Dimensional Data Streams Using Tailored Projections
  6 Aug 2019 · 2 repositories · arXiv:1908.02029
• Effective Dimensionality Reduction for Word Embeddings
  1 Aug 2019 · 1 repository
• Notes on Computational Hardness of Hypothesis Testing: Predictions using the Low-Degree Likelihood Ratio
  26 Jul 2019 · 0 repositories · arXiv:1907.11636
• Improving the Accuracy of Principal Component Analysis by the Maximum Entropy Method
  24 Jul 2019 · 0 repositories · arXiv:1907.11094
• Word Sense Disambiguation using Diffusion Kernel PCA
  21 Jul 2019 · 0 repositories · arXiv:1908.01832
• Fast approximation of orthogonal matrices and application to PCA
  18 Jul 2019 · 0 repositories · arXiv:1907.08697
• Federated Principal Component Analysis
  18 Jul 2019 · 1 repository · arXiv:1907.08059
• Gain with no Pain: Efficient Kernel-PCA by Nyström Sampling
  11 Jul 2019 · 0 repositories · arXiv:1907.05226
• All Sparse PCA Models Are Wrong, But Some Are Useful. Part I: Computation of Scores, Residuals and Explained Variance
  9 Jul 2019 · 0 repositories · arXiv:1907.03989
• Tracking system of Mine Patrol Robot for Low Illumination Environment
  3 Jul 2019 · 0 repositories · arXiv:1907.01806
• Efficient Cyber Attacks Detection in Industrial Control Systems Using Lightweight Neural Networks and PCA
  2 Jul 2019 · 0 repositories · arXiv:1907.01216
• Tutorial: Complexity analysis of Singular Value Decomposition and its variants
  28 Jun 2019 · 3 repositories · arXiv:1906.12085
• Spectral Properties of Radial Kernels and Clustering in High Dimensions
  25 Jun 2019 · 0 repositories · arXiv:1906.10583
• Fisher and Kernel Fisher Discriminant Analysis: Tutorial
  22 Jun 2019 · 2 repositories · arXiv:1906.09436
• Backpropagation-Friendly Eigendecomposition
  21 Jun 2019 · 2 repositories · arXiv:1906.09023
• Imbalanced Learning-based Automatic SAR Images Change Detection by Morphologically Supervised PCA-Net
  19 Jun 2019 · 0 repositories · arXiv:1906.07923
• Estimating a Manifold from a Tangent Bundle Learner
  18 Jun 2019 · 0 repositories · arXiv:1906.07661
• Classification of EEG Signals using Genetic Programming for Feature Construction
  11 Jun 2019 · 0 repositories · arXiv:1906.04403
• Efficiently escaping saddle points on manifolds
  10 Jun 2019 · 0 repositories · arXiv:1906.04321
• Complete Dictionary Learning via ℓ⁴-Norm Maximization over the Orthogonal Group
  6 Jun 2019 · 0 repositories · arXiv:1906.02435
• Unsupervised and Supervised Principal Component Analysis: Tutorial
  1 Jun 2019 · 1 repository · arXiv:1906.03148
• Prostate Cancer Detection using Deep Convolutional Neural Networks
  30 May 2019 · 0 repositories · arXiv:1905.13145
• How to iron out rough landscapes and get optimal performances: Averaged Gradient Descent and its application to tensor PCA
  29 May 2019 · 0 repositories · arXiv:1905.12294
• AdaOja: Adaptive Learning Rates for Streaming PCA
  28 May 2019 · 1 repository · arXiv:1905.12115
• Supervised Discriminative Sparse PCA for Com-Characteristic Gene Selection and Tumor Classification on Multiview Biological Data
  28 May 2019 · 0 repositories · arXiv:1905.11837
• Adaptive probabilistic principal component analysis
  27 May 2019 · 0 repositories · arXiv:1905.11010
• Online Distributed Estimation of Principal Eigenspaces
  17 May 2019 · 0 repositories · arXiv:1905.07389
• Rotation Invariant Householder Parameterization for Bayesian PCA
  12 May 2019 · 1 repository · arXiv:1905.04720
• An Incremental Dimensionality Reduction Method for Visualizing Streaming Multidimensional Data
  10 May 2019 · 0 repositories · arXiv:1905.04000
• Refined Complexity of PCA with Outliers
  10 May 2019 · 0 repositories · arXiv:1905.04124
• Guided Visual Exploration of Relations in Data Sets
  7 May 2019 · 1 repository · arXiv:1905.02515
• Uncertainty-Aware Principal Component Analysis
  3 May 2019 · 1 repository · arXiv:1905.01127
• An Exhaustive Analysis of Lazy vs. Eager Learning Methods for Real-Estate Property Investment
  1 May 2019 · 0 repositories
• On Stationary-Point Hitting Time and Ergodicity of Stochastic Gradient Langevin Dynamics
  30 Apr 2019 · 0 repositories · arXiv:1904.13016
• Low-Rank Principal Eigenmatrix Analysis
  28 Apr 2019 · 0 repositories · arXiv:1904.12369
• Learning Feature Sparse Principal Components
  23 Apr 2019 · 0 repositories · arXiv:1904.10155
• Simple Heuristics Yield Provable Algorithms for Masked Low-Rank Approximation
  22 Apr 2019 · 0 repositories · arXiv:1904.09841
• Low-rank matrix recovery with composite optimization: good conditioning and rapid convergence
  22 Apr 2019 · 0 repositories · arXiv:1904.10020
• Self-Paced Probabilistic Principal Component Analysis for Data with Outliers
  13 Apr 2019 · 0 repositories · arXiv:1904.06546
• Tensor Sparse PCA and Face Recognition: A Novel Approach
  12 Apr 2019 · 0 repositories · arXiv:1904.08496
• Beyond the Nucleus: Cytoplasmic Dominance in Follicular Thyroid Carcinoma Detection Using Single-Cell Raman Imaging Across Multiple Devices
  11 Apr 2019 · 2 repositories · arXiv:1904.05675
• The Kikuchi Hierarchy and Tensor PCA
  8 Apr 2019 · 0 repositories · arXiv:1904.03858
• Human Intracranial EEG Quantitative Analysis and Automatic Feature Learning for Epileptic Seizure Prediction
  7 Apr 2019 · 0 repositories · arXiv:1904.03603
• A PCA-like Autoencoder
  2 Apr 2019 · 1 repository · arXiv:1904.01277
• Spherical Principal Component Analysis
  16 Mar 2019 · 1 repository · arXiv:1903.06877
• Discriminative Principal Component Analysis: A REVERSE THINKING
  12 Mar 2019 · 0 repositories · arXiv:1903.04963
• Image Classification base on PCA of Multi-view Deep Representation
  12 Mar 2019 · 0 repositories · arXiv:1903.04814
• Logistic principal component analysis via non-convex singular value thresholding
  25 Feb 2019 · 0 repositories · arXiv:1902.09486
• Wasserstein GAN Can Perform PCA
  25 Feb 2019 · 0 repositories · arXiv:1902.09073
• Optimal Average-Case Reductions to Sparse PCA: From Weak Assumptions to Strong Hardness
  20 Feb 2019 · 0 repositories · arXiv:1902.07380
• Learning Compositional Representations of Interacting Systems with Restricted Boltzmann Machines: Comparative Study of Lattice Proteins
  18 Feb 2019 · 0 repositories · arXiv:1902.06495
• Machine Learning With Feature Selection Using Principal Component Analysis for Malware Detection: A Case Study
  10 Feb 2019 · 0 repositories · arXiv:1902.03639
• Super-realtime facial landmark detection and shape fitting by deep regression of shape model parameters
  9 Feb 2019 · 2 repositories · arXiv:1902.03459
• Bandit Principal Component Analysis
  8 Feb 2019 · 0 repositories · arXiv:1902.03035
• Robust Streaming PCA
  8 Feb 2019 · 1 repository · arXiv:1902.03223
• Principal Model Analysis Based on Partial Least Squares
  6 Feb 2019 · 0 repositories · arXiv:1902.02422
• What is the dimension of your binary data?
  4 Feb 2019 · 0 repositories · arXiv:1902.01480
• Improving SGD convergence by online linear regression of gradients in multiple statistically relevant directions
  31 Jan 2019 · 1 repository · arXiv:1901.11457
• Stochastic Linear Bandits with Hidden Low Rank Structure
  28 Jan 2019 · 0 repositories · arXiv:1901.09490
• Deconstructing Generative Adversarial Networks
  27 Jan 2019 · 0 repositories · arXiv:1901.09465
• Meta-Learning Mean Functions for Gaussian Processes
  23 Jan 2019 · 0 repositories · arXiv:1901.08098
• Incremental Principal Component Analysis Exact implementation and continuity corrections
  23 Jan 2019 · 0 repositories · arXiv:1901.07922
• Loss Landscapes of Regularized Linear Autoencoders
  23 Jan 2019 · 2 repositories · arXiv:1901.08168
  Syntology official (archive's flag): 1 ran · 1 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; 1 where Syntology's instrument failed) · 2 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• Online Adaptive Principal Component Analysis and Its extensions
  23 Jan 2019 · 1 repository · arXiv:1901.07687
• Efficient Image Splicing Localization via Contrastive Feature Extraction
  22 Jan 2019 · 0 repositories · arXiv:1901.07172
• We Are Not Your Real Parents: Telling Causal from Confounded using MDL
  21 Jan 2019 · 0 repositories · arXiv:1901.06950