Methods › Computer Vision › Image Denoising Models › PCA › Papers, page 4

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 4 of 14: papers 301 to 400 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.

• Do algorithms and barriers for sparse principal component analysis extend to other structured settings?
  25 Jul 2023 · 0 repositories · arXiv:2307.13535
• Benchmarking the Effectiveness of Classification Algorithms and SVM Kernels for Dry Beans
  15 Jul 2023 · 0 repositories · arXiv:2307.07863
• Supervised Dynamic PCA: Linear Dynamic Forecasting with Many Predictors
  15 Jul 2023 · 0 repositories · arXiv:2307.07689
• Latent Space Perspicacity and Interpretation Enhancement (LS-PIE) Framework
  11 Jul 2023 · 0 repositories · arXiv:2307.05620
• Functional PCA and Deep Neural Networks-based Bayesian Inverse Uncertainty Quantification with Transient Experimental Data
  10 Jul 2023 · 0 repositories · arXiv:2307.05592
• Bayesian tomography using polynomial chaos expansion and deep generative networks
  9 Jul 2023 · 0 repositories · arXiv:2307.04228
• ALPCAH: Sample-wise Heteroscedastic PCA with Tail Singular Value Regularization
  6 Jul 2023 · 1 repository · arXiv:2307.02745
• Domain Transfer Through Image-to-Image Translation for Uncertainty-Aware Prostate Cancer Classification
  2 Jul 2023 · 0 repositories · arXiv:2307.00479
• Application of data engineering approaches to address challenges in microbiome data for optimal medical decision-making
  30 Jun 2023 · 0 repositories · arXiv:2307.00033
• Two derivations of Principal Component Analysis on datasets of distributions
  23 Jun 2023 · 0 repositories · arXiv:2306.13503
• Relating tSNE and UMAP to Classical Dimensionality Reduction
  20 Jun 2023 · 0 repositories · arXiv:2306.11898
• Combining Primal and Dual Representations in Deep Restricted Kernel Machines Classifiers
  12 Jun 2023 · 0 repositories · arXiv:2306.07015
• PLPCA: Persistent Laplacian Enhanced-PCA for Microarray Data Analysis
  9 Jun 2023 · 1 repository · arXiv:2306.06292
• Subject clustering by IF-PCA and several recent methods
  8 Jun 2023 · 1 repository · arXiv:2306.05363
• Yet Another Algorithm for Supervised Principal Component Analysis: Supervised Linear Centroid-Encoder
  7 Jun 2023 · 0 repositories · arXiv:2306.04622
• MotionDiffuser: Controllable Multi-Agent Motion Prediction using Diffusion
  5 Jun 2023 · 0 repositories · arXiv:2306.03083
• Improved Privacy-Preserving PCA Using Optimized Homomorphic Matrix Multiplication
  27 May 2023 · 0 repositories · arXiv:2305.17341
• On the Noise Sensitivity of the Randomized SVD
  27 May 2023 · 1 repository · arXiv:2305.17435
• Differentially Private Low-dimensional Synthetic Data from High-dimensional Datasets
  26 May 2023 · 0 repositories · arXiv:2305.17148
• Exploring Semantic Variations in GAN Latent Spaces via Matrix Factorization
  23 May 2023 · 1 repository · arXiv:2305.14551
• RDA-INR: Riemannian Diffeomorphic Autoencoding via Implicit Neural Representations
  22 May 2023 · 0 repositories · arXiv:2305.12854
• Unsupervised Multi-view Pedestrian Detection
  21 May 2023 · 0 repositories · arXiv:2305.12457
• Smoothing the Landscape Boosts the Signal for SGD: Optimal Sample Complexity for Learning Single Index Models
  18 May 2023 · 0 repositories · arXiv:2305.10633
• Angle Basis: a Generative Model and Decomposition for Functional Connectivity
  17 May 2023 · 1 repository · arXiv:2305.10541
• Intrinsic statistical separation of subpopulations in heterogeneous collective motion via dimensionality reduction
  16 May 2023 · 1 repository · arXiv:2305.09189
• Cloud-RAIN: Point Cloud Analysis with Reflectional Invariance
  13 May 2023 · 1 repository · arXiv:2305.07814
• Collection Space Navigator: An Interactive Visualization Interface for Multidimensional Datasets
  11 May 2023 · 2 repositories · arXiv:2305.06809
• Comparison of Clustering Algorithms for Statistical Features of Vibration Data Sets
  11 May 2023 · 0 repositories · arXiv:2305.06753
• Fair principal component analysis (PCA): minorization-maximization algorithms for Fair PCA, Fair Robust PCA and Fair Sparse PCA
  10 May 2023 · 0 repositories · arXiv:2305.05963
• High-Dimensional Smoothed Entropy Estimation via Dimensionality Reduction
  8 May 2023 · 0 repositories · arXiv:2305.04712
• Nearly-Linear Time and Streaming Algorithms for Outlier-Robust PCA
  4 May 2023 · 0 repositories · arXiv:2305.02544
• Streaming PCA for Markovian Data
  3 May 2023 · 0 repositories · arXiv:2305.02456
• The Power of Typed Affine Decision Structures: A Case Study
  28 Apr 2023 · 0 repositories · arXiv:2304.14888
• Functional Diffusion Maps
  27 Apr 2023 · 1 repository · arXiv:2304.14378
• Time delay multi-feature correlation analysis to extract subtle dependencies from EEG signals
  24 Apr 2023 · 0 repositories · arXiv:2305.09478
• Dimensionality Reduction as Probabilistic Inference
  15 Apr 2023 · 0 repositories · arXiv:2304.07658
• Tensor PCA from basis in tensor space
  11 Apr 2023 · 0 repositories · arXiv:2305.02803
• OutCenTR: A novel semi-supervised framework for predicting exploits of vulnerabilities in high-dimensional datasets
  3 Apr 2023 · 0 repositories · arXiv:2304.10511
• Operator learning with PCA-Net: upper and lower complexity bounds
  28 Mar 2023 · 0 repositories · arXiv:2303.16317
• On the Stepwise Nature of Self-Supervised Learning
  27 Mar 2023 · 1 repository · arXiv:2303.15438
• Deep Augmentation: Self-Supervised Learning with Transformations in Activation Space
  25 Mar 2023 · 0 repositories · arXiv:2303.14537
• A Unified Framework for Fast Large-Scale Portfolio Optimization
  22 Mar 2023 · 0 repositories · arXiv:2303.12751
• Fault Detection via Occupation Kernel Principal Component Analysis
  20 Mar 2023 · 1 repository · arXiv:2303.11138
• A Radiomics-Incorporated Deep Ensemble Learning Model for Multi-Parametric MRI-based Glioma Segmentation
  19 Mar 2023 · 0 repositories · arXiv:2303.10533
• Deflated HeteroPCA: Overcoming the curse of ill-conditioning in heteroskedastic PCA
  10 Mar 2023 · 0 repositories · arXiv:2303.06198
• Invertible Kernel PCA with Random Fourier Features
  9 Mar 2023 · 1 repository · arXiv:2303.05043
• BOSS: Bones, Organs and Skin Shape Model
  8 Mar 2023 · 0 repositories · arXiv:2303.04923
• Streaming Kernel PCA Algorithm With Small Space
  8 Mar 2023 · 0 repositories · arXiv:2303.04555
• Deep Learning Based Dominant Index Lesion Segmentation for MR-guided Radiation Therapy of Prostate Cancer
  6 Mar 2023 · 0 repositories · arXiv:2303.03494
• Robust Autoencoders for Collective Corruption Removal
  6 Mar 2023 · 0 repositories · arXiv:2303.02828
• Statistical-Computational Tradeoffs in Mixed Sparse Linear Regression
  3 Mar 2023 · 0 repositories · arXiv:2303.02118
• Efficient fair PCA for fair representation learning
  26 Feb 2023 · 1 repository · arXiv:2302.13319
  Syntology official (archive's flag): 2 ran · 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) · 1 unverified (of 3 harvested samples)
• Statistical Analysis of Karcher Means for Random Restricted PSD Matrices
  24 Feb 2023 · 0 repositories · arXiv:2302.12426
• Deep Kernel Principal Component Analysis for Multi-level Feature Learning
  22 Feb 2023 · 1 repository · arXiv:2302.11220
  Syntology official (archive's flag): 3 ran · 3 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; 3 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• View Consistency Aware Holistic Triangulation for 3D Human Pose Estimation
  22 Feb 2023 · 0 repositories · arXiv:2302.11301
• A unified approach for morphometrics and functional data analysis with machine learning for craniodental shape quantification in shrew species
  20 Feb 2023 · 0 repositories · arXiv:2302.10792
• Sparse PCA Beyond Covariance Thresholding
  20 Feb 2023 · 0 repositories · arXiv:2302.10158
• Novel Epileptic Seizure Detection Techniques and their Empirical Analysis
  17 Feb 2023 · 0 repositories · arXiv:2302.12012
• On Finite-Step Convergence of the Non-Greedy Algorithm and Proximal Alternating Minimization Method with Extrapolation for L₁-Norm PCA
  15 Feb 2023 · 0 repositories · arXiv:2302.07712
• Low-dimensional Data-based Surrogate Model of a Continuum-mechanical Musculoskeletal System Based on Non-intrusive Model Order Reduction
  13 Feb 2023 · 0 repositories · arXiv:2302.06528
• Linear Optimal Partial Transport Embedding
  7 Feb 2023 · 1 repository · arXiv:2302.03232
• Using Intermediate Forward Iterates for Intermediate Generator Optimization
  5 Feb 2023 · 0 repositories · arXiv:2302.02336
• An Optical XNOR-Bitcount Based Accelerator for Efficient Inference of Binary Neural Networks
  3 Feb 2023 · 1 repository · arXiv:2302.06405
• From Robustness to Privacy and Back
  3 Feb 2023 · 0 repositories · arXiv:2302.01855
• Support Recovery in Sparse PCA with Non-Random Missing Data
  3 Feb 2023 · 0 repositories · arXiv:2302.01535
• Leveraging a Probabilistic PCA Model to Understand the Multivariate Statistical Network Monitoring Framework for Network Security Anomaly Detection
  2 Feb 2023 · 0 repositories · arXiv:2302.01759
• SparCA: Sparse Compressed Agglomeration for Feature Extraction and Dimensionality Reduction
  26 Jan 2023 · 1 repository · arXiv:2302.10776
• Developing Hybrid Machine Learning Models to Assign Health Score to Railcar Fleets for Optimal Decision Making
  21 Jan 2023 · 0 repositories · arXiv:2301.08877
• HeMPPCAT: Mixtures of Probabilistic Principal Component Analysers for Data with Heteroscedastic Noise
  21 Jan 2023 · 0 repositories · arXiv:2301.08852
• Impact of PCA-based preprocessing and different CNN structures on deformable registration of sonograms
  20 Jan 2023 · 0 repositories · arXiv:2301.08802
• Extracting continuous sleep depth from EEG data without machine learning
  17 Jan 2023 · 0 repositories · arXiv:2301.06755
• Adaptive and Scalable Compression of Multispectral Images using VVC
  10 Jan 2023 · 0 repositories · arXiv:2301.04117
• Principal Component Analysis in Space Forms
  6 Jan 2023 · 1 repository · arXiv:2301.02750
• Reduced Deep Convolutional Activation Features (R-DeCAF) in Histopathology Images to Improve the Classification Performance for Breast Cancer Diagnosis
  5 Jan 2023 · 0 repositories · arXiv:2301.01931
• Spurious Features Everywhere - Large-Scale Detection of Harmful Spurious Features in ImageNet
  1 Jan 2023 · 1 repository
• Quantum Machine Learning Applied to the Classification of Diabetes
  31 Dec 2022 · 0 repositories · arXiv:2301.00109
• Disentangled Explanations of Neural Network Predictions by Finding Relevant Subspaces
  30 Dec 2022 · 0 repositories · arXiv:2212.14855
• Resampling Sensitivity of High-Dimensional PCA
  30 Dec 2022 · 0 repositories · arXiv:2212.14531
• Tensor PCA for Factor Models
  26 Dec 2022 · 0 repositories · arXiv:2212.12981
• Federated PCA on Grassmann Manifold for Anomaly Detection in IoT Networks
  23 Dec 2022 · 1 repository · arXiv:2212.12121
• Design interpretable experience of dynamical feed forward machine learning model for forecasting NASDAQ
  22 Dec 2022 · 0 repositories · arXiv:2212.12044
• Driving Style Recognition at First Impression for Online Trajectory Prediction
  21 Dec 2022 · 0 repositories · arXiv:2212.10737
• Scalable Learning with Incremental Probabilistic PCA
  20 Dec 2022 · 1 repository
• PCA Methods and Evidence Based Filtering for Robust Aircraft Sensor Fault Diagnosis
  13 Dec 2022 · 0 repositories · arXiv:2212.06688
• Z-SSMNet: Zonal-aware Self-supervised Mesh Network for Prostate Cancer Detection and Diagnosis with Bi-parametric MRI
  12 Dec 2022 · 1 repository · arXiv:2212.05808
• Spurious Features Everywhere -- Large-Scale Detection of Harmful Spurious Features in ImageNet
  9 Dec 2022 · 1 repository · arXiv:2212.04871
  Syntology official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 9 harvested samples)
• Variational Laplace Autoencoders
  30 Nov 2022 · 0 repositories · arXiv:2211.17267
• Approximating Intersections and Differences Between Linear Statistical Shape Models Using Markov Chain Monte Carlo
  29 Nov 2022 · 0 repositories · arXiv:2211.16314
• Data-driven identification and analysis of the glass transition in polymer melts
  25 Nov 2022 · 0 repositories · arXiv:2211.14220
• A new encoding of implied volatility surfaces for their synthetic generation
  23 Nov 2022 · 0 repositories · arXiv:2211.12892
• Kernel PCA for multivariate extremes
  23 Nov 2022 · 0 repositories · arXiv:2211.13172
• Deformable Voxel Grids for Shape Comparisons
  21 Nov 2022 · 0 repositories · arXiv:2211.11609
• Data Dimension Reduction makes ML Algorithms efficient
  17 Nov 2022 · 0 repositories · arXiv:2211.09392
• Siamese based Neural Network for Offline Writer Identification on word level data
  17 Nov 2022 · 0 repositories · arXiv:2211.14443
• Testing geometric representation hypotheses from simulated place cell recordings
  16 Nov 2022 · 1 repository · arXiv:2211.09096
• Solving clustering as ill-posed problem: experiments with K-Means algorithm
  15 Nov 2022 · 0 repositories · arXiv:2211.08302
• An online algorithm for contrastive Principal Component Analysis
  14 Nov 2022 · 0 repositories · arXiv:2211.07723
• Higher degree sum-of-squares relaxations robust against oblivious outliers
  14 Nov 2022 · 0 repositories · arXiv:2211.07327
• On Estimation and Inference of Large Approximate Dynamic Factor Models via the Principal Component Analysis
  3 Nov 2022 · 0 repositories · arXiv:2211.01921
• Reliable Malware Analysis and Detection using Topology Data Analysis
  3 Nov 2022 · 1 repository · arXiv:2211.01535