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Dimensionality Reduction

Papers archive 2025-07-28

archive papers tagged: 3,304 · with a code link: 857 · where Syntology ran a sample: 100 (84 with a run with no instrument failure, 16 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (100 of 3,304 tagged: 84 with a run with no instrument failure, 16 where every run was a failure of Syntology's instrument)

Page 20 of 34: papers 1,901 to 2,000 of 3,304, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “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 figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. 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); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• An Efficient and Reliable Tolerance-Based Algorithm for Principal Component Analysis
  29 Sep 2021 0 repositories listed
• Cell2State: Learning Cell State Representations From Barcoded Single-Cell Gene-Expression Transitions
  29 Sep 2021 0 repositories listed
• Learning Stochastic Representations of Physical Systems
  29 Sep 2021 0 repositories listed
• Learning Universal User Representations via Self-Supervised Lifelong Behaviors Modeling
  29 Sep 2021 0 repositories listed
• Less is More: Dimension Reduction Finds On-Manifold Adversarial Examples in Hard-Label Attacks
  29 Sep 2021 0 repositories listed
• SpaceMAP: Visualizing Any Data in 2-dimension by Space Expansion
  29 Sep 2021 0 repositories listed
• Long-time prediction of nonlinear parametrized dynamical systems by deep learning-based ROMs
  27 Sep 2021 0 repositories listed
• Non-Euclidean Self-Organizing Maps
  24 Sep 2021 0 repositories listed
• IRMAC: Interpretable Refined Motifs in Binary Classification for Smart Grid Applications
  23 Sep 2021 0 repositories listed
• Weighted Low Rank Matrix Approximation and Acceleration
  22 Sep 2021 0 repositories listed
• Probabilistic Bearing Fault Diagnosis Using Gaussian Process with Tailored Feature Extraction
  19 Sep 2021 0 repositories listed
• Machine-Learned HASDM Model with Uncertainty Quantification
  16 Sep 2021 0 repositories listed
• Disentangling Generative Factors of Physical Fields Using Variational Autoencoders
  15 Sep 2021 0 repositories listed
• Concept Drift Detection in Federated Networked Systems
  13 Sep 2021 0 repositories listed
• On the use of Wasserstein metric in topological clustering of distributional data
  9 Sep 2021 0 repositories listed
• Supervised Linear Dimension-Reduction Methods: Review, Extensions, and Comparisons
  9 Sep 2021 0 repositories listed
• Quantum-Classical Hybrid Machine Learning for Image Classification (ICCAD Special Session Paper)
  7 Sep 2021 0 repositories listed
• Detection of Epileptic Seizures on EEG Signals Using ANFIS Classifier, Autoencoders and Fuzzy Entropies
  6 Sep 2021 0 repositories listed
• Ligand-induced protein dynamics differences correlate with protein-ligand binding affinities: An unsupervised deep learning approach
  3 Sep 2021 0 repositories listed
• An Empirical Study on the Joint Impact of Feature Selection and Data Re-sampling on Imbalance Classification
  1 Sep 2021 0 repositories listed
• Data-Driven Reduced-Order Modeling of Spatiotemporal Chaos with Neural Ordinary Differential Equations
  31 Aug 2021 0 repositories listed
• Variational voxelwise rs-fMRI representation learning: Evaluation of sex, age, and neuropsychiatric signatures
  29 Aug 2021 0 repositories listed
• Convolutional Autoencoders for Reduced-Order Modeling
  27 Aug 2021 0 repositories listed
• FAST-PCA: A Fast and Exact Algorithm for Distributed Principal Component Analysis
  27 Aug 2021 0 repositories listed
• Variational embedding of protein folding simulations using gaussian mixture variational autoencoders
  27 Aug 2021 0 repositories listed
• Convolutional Neural Networks Demystified: A Matched Filtering Perspective Based Tutorial
  26 Aug 2021 0 repositories listed
• Uniform Manifold Approximation and Projection (UMAP) and its Variants: Tutorial and Survey
  25 Aug 2021 0 repositories listed
• Multi-Criteria Radio Spectrum Sharing With Subspace-Based Pareto Tracing
  23 Aug 2021 0 repositories listed
• Joint Characterization of Spatiotemporal Data Manifolds
  21 Aug 2021 0 repositories listed
• Dimensionality Reduction and State Space Systems: Forecasting the US Treasury Yields Using Frequentist and Bayesian VARs
  14 Aug 2021 0 repositories listed
• Disease-oriented image embedding with pseudo-scanner standardization for content-based image retrieval on 3D brain MRI
  14 Aug 2021 0 repositories listed
• Predicting Molecular Phenotypes with Single Cell RNA Sequencing Data: an Assessment of Unsupervised Machine Learning Models
  11 Aug 2021 0 repositories listed
• ABC-FL: Anomalous and Benign client Classification in Federated Learning
  10 Aug 2021 0 repositories listed
• Johnson-Lindenstrauss Lemma, Linear and Nonlinear Random Projections, Random Fourier Features, and Random Kitchen Sinks: Tutorial and Survey
  9 Aug 2021 0 repositories listed
• A Hybrid Learning Approach to Detecting Regime Switches in Financial Markets
  5 Aug 2021 0 repositories listed
• High dimensional Bayesian Optimization Algorithm for Complex System in Time Series
  4 Aug 2021 0 repositories listed
• An iterative coordinate descent algorithm to compute sparse low-rank approximations
  30 Jul 2021 0 repositories listed
• Machine Learning and Factor-Based Portfolio Optimization
  29 Jul 2021 0 repositories listed
• Preliminary Steps Towards Federated Sentiment Classification
  26 Jul 2021 0 repositories listed
• Restricted Boltzmann Machine and Deep Belief Network: Tutorial and Survey
  26 Jul 2021 0 repositories listed
• A comparison of latent semantic analysis and correspondence analysis of document-term matrices
  25 Jul 2021 0 repositories listed
• A Deep Signed Directional Distance Function for Object Shape Representation
  23 Jul 2021 0 repositories listed
• Segmentation of Cardiac Structures via Successive Subspace Learning with Saab Transform from Cine MRI
  22 Jul 2021 0 repositories listed
• Machine learning for assessing quality of service in the hospitality sector based on customer reviews
  21 Jul 2021 0 repositories listed
• Measuring inter-cluster similarities with Alpha Shape TRIangulation in loCal Subspaces (ASTRICS) facilitates visualization and clustering of high-dimensional data
  15 Jul 2021 0 repositories listed
• Optimality of the Johnson-Lindenstrauss Dimensionality Reduction for Practical Measures
  14 Jul 2021 0 repositories listed
• Identifying Layers Susceptible to Adversarial Attacks
  10 Jul 2021 0 repositories listed
• On the Use of Time Series Kernel and Dimensionality Reduction to Identify the Acquisition of Antimicrobial Multidrug Resistance in the Intensive Care Unit
  7 Jul 2021 0 repositories listed
• WeightScale: Interpreting Weight Change in Neural Networks
  7 Jul 2021 0 repositories listed
• Finding Significant Features for Few-Shot Learning using Dimensionality Reduction
  6 Jul 2021 0 repositories listed
• A contextual analysis of multi-layer perceptron models in classifying hand-written digits and letters: limited resources
  5 Jul 2021 0 repositories listed
• Randomized Dimensionality Reduction for Facility Location and Single-Linkage Clustering
  5 Jul 2021 0 repositories listed
• fMBN-E: Efficient Unsupervised Network Structure Ensemble and Selection for Clustering
  5 Jul 2021 0 repositories listed
• Concept Identification of Directly and Indirectly Related Mentions Referring to Groups of Persons
  2 Jul 2021 0 repositories listed
• Unified Framework for Spectral Dimensionality Reduction, Maximum Variance Unfolding, and Kernel Learning By Semidefinite Programming: Tutorial and Survey
  29 Jun 2021 0 repositories listed
• Hyperspectral Remote Sensing Image Classification Based on Multi-scale Cross Graphic Convolution
  28 Jun 2021 0 repositories listed
• Self-paced Principal Component Analysis
  25 Jun 2021 0 repositories listed
• Efficient Tensor Contraction via Fast Count Sketch
  24 Jun 2021 0 repositories listed
• Regularisation for PCA- and SVD-type matrix factorisations
  24 Jun 2021 0 repositories listed
• Bounds on Causal Effects and Application to High Dimensional Data
  23 Jun 2021 0 repositories listed
• Multi-Class Classification of Blood Cells -- End to End Computer Vision based diagnosis case study
  23 Jun 2021 0 repositories listed
• Partial Maximum Correntropy Regression for Robust Trajectory Decoding from Noisy Epidural Electrocorticographic Signals
  23 Jun 2021 0 repositories listed
• 3D Shape Registration Using Spectral Graph Embedding and Probabilistic Matching
  21 Jun 2021 0 repositories listed
• On Effects of Compression with Hyperdimensional Computing in Distributed Randomized Neural Networks
  17 Jun 2021 0 repositories listed
• Topological Indoor Mapping through WiFi Signals
  17 Jun 2021 0 repositories listed
• Non-PSD Matrix Sketching with Applications to Regression and Optimization
  16 Jun 2021 0 repositories listed
• A Lightweight ReLU-Based Feature Fusion for Aerial Scene Classification
  15 Jun 2021 0 repositories listed
• Graphical Gaussian Process Regression Model for Aqueous Solvation Free Energy Prediction of Organic Molecules in Redox Flow Battery
  15 Jun 2021 0 repositories listed
• Reproducing Kernel Hilbert Space, Mercer's Theorem, Eigenfunctions, Nyström Method, and Use of Kernels in Machine Learning: Tutorial and Survey
  15 Jun 2021 0 repositories listed
• Discovering Interpretable Machine Learning Models in Parallel Coordinates
  14 Jun 2021 0 repositories listed
• Quantum diffusion map for nonlinear dimensionality reduction
  14 Jun 2021 0 repositories listed
• Quantifying the Conceptual Error in Dimensionality Reduction
  12 Jun 2021 0 repositories listed
• Real-time simulation of parameter-dependent fluid flows through deep learning-based reduced order models
  10 Jun 2021 0 repositories listed
• Neural dSCA: demixing multimodal interaction among brain areas during naturalistic experiments
  5 Jun 2021 0 repositories listed
• A Discussion On the Validity of Manifold Learning
  3 Jun 2021 0 repositories listed
• A Subspace-based Approach for Dimensionality Reduction and Important Variable Selection
  3 Jun 2021 0 repositories listed
• Laplacian-Based Dimensionality Reduction Including Spectral Clustering, Laplacian Eigenmap, Locality Preserving Projection, Graph Embedding, and Diffusion Map: Tutorial and Survey
  3 Jun 2021 0 repositories listed
• Shape-Preserving Dimensionality Reduction : An Algorithm and Measures of Topological Equivalence
  3 Jun 2021 0 repositories listed
• Wireless Federated Learning with Limited Communication and Differential Privacy
  1 Jun 2021 0 repositories listed
• Smaller Is Better: An Analysis of Instance Quantity/Quality Trade-off in Rehearsal-based Continual Learning
  28 May 2021 0 repositories listed
• An Impossibility Theorem for Node Embedding
  27 May 2021 0 repositories listed
• Hierarchical Subspace Learning for Dimensionality Reduction to Improve Classification Accuracy in Large Data Sets
  25 May 2021 0 repositories listed
• Investigating Manifold Neighborhood size for Nonlinear Analysis of LIBS Amino Acid Spectra
  25 May 2021 0 repositories listed
• DumbleDR: Predicting User Preferences of Dimensionality Reduction Projection Quality
  19 May 2021 0 repositories listed
• Theoretical Foundations of t-SNE for Visualizing High-Dimensional Clustered Data
  16 May 2021 0 repositories listed
• Brain Inspired Face Recognition: A Computational Framework
  15 May 2021 0 repositories listed
• Forensic Analysis of Video Files Using Metadata
  13 May 2021 0 repositories listed
• Covariance Matrix Adaptation Evolution Strategy Assisted by Principal Component Analysis
  8 May 2021 0 repositories listed
• Enhancing ensemble learning and transfer learning in multimodal data analysis by adaptive dimensionality reduction
  8 May 2021 0 repositories listed
• Contextual Bandits with Sparse Data in Web setting
  6 May 2021 0 repositories listed
• Ovarian Cancer Detection based on Dimensionality Reduction Techniques and Genetic Algorithm
  4 May 2021 0 repositories listed
• Automatic Collection Creation and Recommendation
  3 May 2021 0 repositories listed
• Multi-view Clustering via Deep Matrix Factorization and Partition Alignment
  1 May 2021 0 repositories listed
• Tensor Random Projection for Low Memory Dimension Reduction
  30 Apr 2021 0 repositories listed
• Photonic co-processors in HPC: using LightOn OPUs for Randomized Numerical Linear Algebra
  29 Apr 2021 0 repositories listed
• Efficient channel charting via phase-insensitive distance computation
  27 Apr 2021 0 repositories listed
• Watershed of Artificial Intelligence: Human Intelligence, Machine Intelligence, and Biological Intelligence
  27 Apr 2021 0 repositories listed
• Chasing Collective Variables using Autoencoders and biased trajectories
  22 Apr 2021 0 repositories listed
• Compact and Effective Representations for Sketch-based Image Retrieval
  20 Apr 2021 0 repositories listed
• Multidimensional Scaling for Gene Sequence Data with Autoencoders
  19 Apr 2021 0 repositories listed