Methods › Computer Vision › Image Denoising Models › PCA › Papers, page 10

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 10 of 14: papers 901 to 1,000 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.

• Disease Knowledge Transfer across Neurodegenerative Diseases
  11 Jan 2019 · 2 repositories · arXiv:1901.03517
• Stochastic Approximation Algorithms for Principal Component Analysis
  7 Jan 2019 · 0 repositories · arXiv:1901.01798
• Projecting "better than randomly": How to reduce the dimensionality of very large datasets in a way that outperforms random projections
  3 Jan 2019 · 0 repositories · arXiv:1901.00630
• Learning RUMs: Reducing Mixture to Single Component via PCA
  31 Dec 2018 · 0 repositories · arXiv:1812.11917
• Determining Principal Component Cardinality through the Principle of Minimum Description Length
  31 Dec 2018 · 0 repositories · arXiv:1901.00059
• Spotting Micro-Expressions on Long Videos Sequences
  26 Dec 2018 · 0 repositories · arXiv:1812.10306
• Dual Principal Component Pursuit: Probability Analysis and Efficient Algorithms
  24 Dec 2018 · 0 repositories · arXiv:1812.09924
• A determinantal point process for column subset selection
  23 Dec 2018 · 0 repositories · arXiv:1812.09771
• Steerable ePCA: Rotationally Invariant Exponential Family PCA
  20 Dec 2018 · 1 repository · arXiv:1812.08789
• Detecting the Trend in Musical Taste over the Decade -- A Novel Feature Extraction Algorithm to Classify Musical Content with Simple Features
  19 Dec 2018 · 0 repositories · arXiv:1901.02053
• Fast Botnet Detection From Streaming Logs Using Online Lanczos Method
  19 Dec 2018 · 0 repositories · arXiv:1812.07810
• Efficient Autotuning of Hyperparameters in Approximate Nearest Neighbor Search
  18 Dec 2018 · 2 repositories · arXiv:1812.07484
• Robust Graph Learning from Noisy Data
  17 Dec 2018 · 2 repositories · arXiv:1812.06673
• Semi-supervised mp-MRI Data Synthesis with StitchLayer and Auxiliary Distance Maximization
  17 Dec 2018 · 0 repositories · arXiv:1812.06625
• Variational Autoencoders Pursue PCA Directions (by Accident)
  17 Dec 2018 · 0 repositories · arXiv:1812.06775
• A Low Effort Approach to Structured CNN Design Using PCA
  15 Dec 2018 · 0 repositories · arXiv:1812.06224
• Rank-one matrix estimation: analysis of algorithmic and information theoretic limits by the spatial coupling method
  6 Dec 2018 · 0 repositories · arXiv:1812.02537
• Feature Selection Based on Unique Relevant Information for Health Data
  2 Dec 2018 · 0 repositories · arXiv:1812.00415
• Dual Principal Component Pursuit: Improved Analysis and Efficient Algorithms
  1 Dec 2018 · 0 repositories
• Model-based targeted dimensionality reduction for neuronal population data
  1 Dec 2018 · 0 repositories
• Representation Learning of Compositional Data
  1 Dec 2018 · 2 repositories
• Graph Multiview Canonical Correlation Analysis
  29 Nov 2018 · 0 repositories · arXiv:1811.12345
• A Visual Interaction Framework for Dimensionality Reduction Based Data Exploration
  28 Nov 2018 · 0 repositories · arXiv:1811.12199
• Node Embedding with Adaptive Similarities for Scalable Learning over Graphs
  27 Nov 2018 · 1 repository · arXiv:1811.10797
• Deep Unfolded Robust PCA with Application to Clutter Suppression in Ultrasound
  20 Nov 2018 · 0 repositories · arXiv:1811.08252
• Interactive dimensionality reduction using similarity projections
  13 Nov 2018 · 0 repositories · arXiv:1811.05531
• Theoretical Analysis of Adversarial Learning: A Minimax Approach
  13 Nov 2018 · 0 repositories · arXiv:1811.05232
• Proximal Gradient Method for Nonsmooth Optimization over the Stiefel Manifold
  2 Nov 2018 · 0 repositories · arXiv:1811.00980
• Similarity Learning with Higher-Order Graph Convolutions for Brain Network Analysis
  2 Nov 2018 · 0 repositories · arXiv:1811.02662
• The Price of Fair PCA: One Extra Dimension
  31 Oct 2018 · 1 repository · arXiv:1811.00103
• Heteroskedastic PCA: Algorithm, Optimality, and Applications
  19 Oct 2018 · 1 repository · arXiv:1810.08316
• Dimensionality Reduction and (Bucket) Ranking: a Mass Transportation Approach
  15 Oct 2018 · 1 repository · arXiv:1810.06291
• On Kernel Derivative Approximation with Random Fourier Features
  11 Oct 2018 · 0 repositories · arXiv:1810.05207
• Realizing Learned Quadruped Locomotion Behaviors through Kinematic Motion Primitives
  9 Oct 2018 · 0 repositories · arXiv:1810.03842
• Find the dimension that counts: Fast dimension estimation and Krylov PCA
  8 Oct 2018 · 0 repositories · arXiv:1810.03733
• DeepSSM: A Deep Learning Framework for Statistical Shape Modeling from Raw Images
  28 Sep 2018 · 0 repositories · arXiv:1810.00111
• Bayesian inference for PCA and MUSIC algorithms with unknown number of sources
  26 Sep 2018 · 1 repository · arXiv:1809.10168
• Structured and Unstructured Outlier Identification for Robust PCA: A Non iterative, Parameter free Algorithm
  11 Sep 2018 · 0 repositories · arXiv:1809.04445
• Analyzing Clothing Layer Deformation Statistics of 3D Human Motions
  1 Sep 2018 · 0 repositories
• A novel extension of Generalized Low-Rank Approximation of Matrices based on multiple-pairs of transformations
  31 Aug 2018 · 0 repositories · arXiv:1808.10632
• On Learning 3D Face Morphable Model from In-the-wild Images
  28 Aug 2018 · 1 repository · arXiv:1808.09560
  Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 1 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 4 harvested samples)
• Insect cyborgs: Bio-mimetic feature generators improve machine learning accuracy on limited data
  23 Aug 2018 · 1 repository · arXiv:1808.08124
• XPCA: Extending PCA for a Combination of Discrete and Continuous Variables
  22 Aug 2018 · 0 repositories · arXiv:1808.07510
• A Survey on Nonconvex Regularization Based Sparse and Low-Rank Recovery in Signal Processing, Statistics, and Machine Learning
  16 Aug 2018 · 1 repository · arXiv:1808.05403
• Robust high dimensional factor models with applications to statistical machine learning
  12 Aug 2018 · 0 repositories · arXiv:1808.03889
• Hybrid Subspace Learning for High-Dimensional Data
  5 Aug 2018 · 0 repositories · arXiv:1808.01687
• Interaction-aware Spatio-temporal Pyramid Attention Networks for Action Classification
  3 Aug 2018 · 0 repositories · arXiv:1808.01106
• On the achievability of blind source separation for high-dimensional nonlinear source mixtures
  2 Aug 2018 · 1 repository · arXiv:1808.00668
• Attention-based Pyramid Aggregation Network for Visual Place Recognition
  1 Aug 2018 · 0 repositories · arXiv:1808.00288
• Improved Adaptive Brovey as a New Method for Image Fusion
  24 Jul 2018 · 0 repositories · arXiv:1807.09610
• Panchromatic Sharpening of Remote Sensing Images Using a Multi-scale Approach
  24 Jul 2018 · 0 repositories · arXiv:1807.08917
• Tree-structured multi-stage principal component analysis (TMPCA): theory and applications
  22 Jul 2018 · 0 repositories · arXiv:1807.08228
• An Acceleration Scheme for Memory Limited, Streaming PCA
  17 Jul 2018 · 0 repositories · arXiv:1807.06530
• Non-Gaussian Component Analysis using Entropy Methods
  13 Jul 2018 · 0 repositories · arXiv:1807.04936
• A Deep-Learning-Based Geological Parameterization for History Matching Complex Models
  7 Jul 2018 · 0 repositories · arXiv:1807.02716
• A Comparative Study on using Principle Component Analysis with Different Text Classifiers
  4 Jul 2018 · 0 repositories · arXiv:1807.03283
• Optimality and Sub-optimality of PCA I: Spiked Random Matrix Models
  2 Jul 2018 · 0 repositories · arXiv:1807.00891
• DNN Multimodal Fusion Techniques for Predicting Video Sentiment
  1 Jul 2018 · 0 repositories
• Katyusha X: Simple Momentum Method for Stochastic Sum-of-Nonconvex Optimization
  1 Jul 2018 · 0 repositories
• Stochastic PCA with ℓ₂ and ℓ₁ Regularization
  1 Jul 2018 · 0 repositories
• Streaming Principal Component Analysis in Noisy Setting
  1 Jul 2018 · 0 repositories
• SuperPCA: A Superpixelwise PCA Approach for Unsupervised Feature Extraction of Hyperspectral Imagery
  26 Jun 2018 · 1 repository · arXiv:1806.09807
• PCA of high dimensional random walks with comparison to neural network training
  22 Jun 2018 · 0 repositories · arXiv:1806.08805
• Feature Learning and Classification in Neuroimaging: Predicting Cognitive Impairment from Magnetic Resonance Imaging
  17 Jun 2018 · 0 repositories · arXiv:1806.06415
• Streaming PCA and Subspace Tracking: The Missing Data Case
  12 Jun 2018 · 0 repositories · arXiv:1806.04609
• Efficient Optimization Algorithms for Robust Principal Component Analysis and Its Variants
  9 Jun 2018 · 0 repositories · arXiv:1806.03430
• A Spectral Approach to Gradient Estimation for Implicit Distributions
  7 Jun 2018 · 3 repositories · arXiv:1806.02925
• Exact Low Tubal Rank Tensor Recovery from Gaussian Measurements
  7 Jun 2018 · 1 repository · arXiv:1806.02511
• Feature selection in functional data classification with recursive maxima hunting
  7 Jun 2018 · 0 repositories · arXiv:1806.02922
• Towards Understanding Acceleration Tradeoff between Momentum and Asynchrony in Nonconvex Stochastic Optimization
  4 Jun 2018 · 0 repositories · arXiv:1806.01660
• Representing and Learning High Dimensional Data With the Optimal Transport Map From a Probabilistic Viewpoint
  1 Jun 2018 · 0 repositories
• Multi-View Graph Convolutional Network and Its Applications on Neuroimage Analysis for Parkinson's Disease
  22 May 2018 · 1 repository · arXiv:1805.08801
• Sequential Learning of Principal Curves: Summarizing Data Streams on the Fly
  18 May 2018 · 0 repositories · arXiv:1805.07418
• Nonlinear Dimensionality Reduction for Discriminative Analytics of Multiple Datasets
  15 May 2018 · 0 repositories · arXiv:1805.05502
• Machine learning regression on hyperspectral data to estimate multiple water parameters
  3 May 2018 · 0 repositories · arXiv:1805.01361
• Decorrelated Batch Normalization
  23 Apr 2018 · 6 repositories · arXiv:1804.08450
  Syntology community repositories only · 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) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Application of the Ranking Relative Principal Component Attributes Network Model (REL-PCANet) for the Inclusive Development Index Estimation
  16 Apr 2018 · 0 repositories · arXiv:1804.06219
• Fast, Parameter free Outlier Identification for Robust PCA
  13 Apr 2018 · 0 repositories · arXiv:1804.04791
• Regularized Singular Value Decomposition and Application to Recommender System
  13 Apr 2018 · 0 repositories · arXiv:1804.05090
• Dynamic Multivariate Functional Data Modeling via Sparse Subspace Learning
  11 Apr 2018 · 0 repositories · arXiv:1804.03797
• Nonlinear 3D Face Morphable Model
  11 Apr 2018 · 1 repository · arXiv:1804.03786
• Efficient Anomaly Detection via Matrix Sketching
  9 Apr 2018 · 0 repositories · arXiv:1804.03065
• Tight Query Complexity Lower Bounds for PCA via Finite Sample Deformed Wigner Law
  4 Apr 2018 · 0 repositories · arXiv:1804.01221
• Distributed Adaptive Sampling for Kernel Matrix Approximation
  27 Mar 2018 · 0 repositories · arXiv:1803.10172
• Non-Linear Temporal Subspace Representations for Activity Recognition
  27 Mar 2018 · 0 repositories · arXiv:1803.11064
• Trace your sources in large-scale data: one ring to find them all
  23 Mar 2018 · 1 repository · arXiv:1803.08882
• Principal Component Analysis with Tensor Train Subspace
  13 Mar 2018 · 0 repositories · arXiv:1803.05026
• Dimensionality Reduction for Stationary Time Series via Stochastic Nonconvex Optimization
  6 Mar 2018 · 0 repositories · arXiv:1803.02312
• Static and Dynamic Robust PCA and Matrix Completion: A Review
  1 Mar 2018 · 0 repositories · arXiv:1803.00651
• History PCA: A New Algorithm for Streaming PCA
  15 Feb 2018 · 1 repository · arXiv:1802.05447
  Syntology 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 8 harvested samples)
• A Diffusion Approximation Theory of Momentum SGD in Nonconvex Optimization
  14 Feb 2018 · 0 repositories · arXiv:1802.05155
• Katyusha X: Practical Momentum Method for Stochastic Sum-of-Nonconvex Optimization
  12 Feb 2018 · 0 repositories · arXiv:1802.03866
• Convex Formulations for Fair Principal Component Analysis
  11 Feb 2018 · 2 repositories · arXiv:1802.03765
  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) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Multi-set Canonical Correlation Analysis simply explained
  11 Feb 2018 · 1 repository · arXiv:1802.03759
• An Infinitesimal Probabilistic Model for Principal Component Analysis of Manifold Valued Data
  31 Jan 2018 · 0 repositories · arXiv:1801.10341
• A practical tutorial on autoencoders for nonlinear feature fusion: Taxonomy, models, software and guidelines
  4 Jan 2018 · 1 repository · arXiv:1801.01586
• Demystifying overcomplete nonlinear auto-encoders: fast SGD convergence towards sparse representation from random initialization
  1 Jan 2018 · 0 repositories
• Semi-supervised Outlier Detection using Generative And Adversary Framework
  1 Jan 2018 · 0 repositories
• Automatic Classification of Functional Gait Disorders
  18 Dec 2017 · 0 repositories · arXiv:1712.06405
• Panoramic Robust PCA for Foreground-Background Separation on Noisy, Free-Motion Camera Video
  18 Dec 2017 · 0 repositories · arXiv:1712.06229