Browse State-of-the-Art › Dimensionality Reduction › Papers, page 25

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 25 of 34: papers 2,401 to 2,500 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.

• Compressed Subspace Learning Based on Canonical Angle Preserving Property
  14 Jul 2019 0 repositories listed
• Improving the Projection of Global Structures in Data through Spanning Trees
  12 Jul 2019 0 repositories listed
• The Perfect Marriage and Much More: Combining Dimension Reduction, Distance Measures and Covariance
  12 Jul 2019 0 repositories listed
• A Light weight and Hybrid Deep Learning Model based Online Signature Verification
  9 Jul 2019 0 repositories listed
• Generalized Principal Component Analysis
  3 Jul 2019 0 repositories listed
• Obj-GloVe: Scene-Based Contextual Object Embedding
  2 Jul 2019 0 repositories listed
• Size matters for OTC market makers: general results and dimensionality reduction techniques
  2 Jul 2019 0 repositories listed
• A data-driven approach for multiscale elliptic PDEs with random coefficients based on intrinsic dimension reduction
  1 Jul 2019 0 repositories listed
• Nature Inspired Dimensional Reduction Technique for Fast and Invariant Visual Feature Extraction
  1 Jul 2019 0 repositories listed
• Understanding Memory Modules on Learning Simple Algorithms
  1 Jul 2019 0 repositories listed
• An Improvement of PAA on Trend-Based Approximation for Time Series
  28 Jun 2019 0 repositories listed
• Anomaly Subsequence Detection with Dynamic Local Density for Time Series
  28 Jun 2019 0 repositories listed
• Tuning-Free Disentanglement via Projection
  27 Jun 2019 0 repositories listed
• Transfer Learning for Segmenting Dimensionally-Reduced Hyperspectral Images
  23 Jun 2019 0 repositories listed
• Bayesian inverse regression for dimension reduction with small datasets
  19 Jun 2019 0 repositories listed
• Estimating a Manifold from a Tangent Bundle Learner
  18 Jun 2019 0 repositories listed
• An unsupervised approach to Geographical Knowledge Discovery using street level and street network images
  18 Jun 2019 0 repositories listed
• Agriculture Commodity Arrival Prediction using Remote Sensing Data: Insights and Beyond
  14 Jun 2019 0 repositories listed
• A Computationally Efficient Method for Defending Adversarial Deep Learning Attacks
  13 Jun 2019 0 repositories listed
• Spaceland Embedding of Sparse Stochastic Graphs
  13 Jun 2019 0 repositories listed
• Classification of EEG Signals using Genetic Programming for Feature Construction
  11 Jun 2019 0 repositories listed
• Sparse Representation of 3D Images for Piecewise Dimensionality Reduction with High Quality Reconstruction
  10 Jun 2019 0 repositories listed
• Wavelet Based Dictionaries for Piecewise Dimensionality Reduction of ECG Signals
  10 Jun 2019 0 repositories listed
• Learning Clustered Representation for Complex Free Energy Landscapes
  7 Jun 2019 0 repositories listed
• Attention is all you need for Videos: Self-attention based Video Summarization using Universal Transformers
  6 Jun 2019 0 repositories listed
• Multi-Frequency Vector Diffusion Maps
  6 Jun 2019 0 repositories listed
• A Curated Image Parameter Dataset from Solar Dynamics Observatory Mission
  3 Jun 2019 0 repositories listed
• A Music Classification Model based on Metric Learning and Feature Extraction from MP3 Audio Files
  30 May 2019 0 repositories listed
• Clustering and Recognition of Spatiotemporal Features through Interpretable Embedding of Sequence to Sequence Recurrent Neural Networks
  29 May 2019 0 repositories listed
• Attention-based Supply-Demand Prediction for Autonomous Vehicles
  27 May 2019 0 repositories listed
• Visualization of AE's Training on Credit Card Transactions with Persistent Homology
  24 May 2019 0 repositories listed
• Conditional t-SNE: Complementary t-SNE embeddings through factoring out prior information
  24 May 2019 0 repositories listed
• Deep-gKnock: nonlinear group-feature selection with deep neural network
  24 May 2019 0 repositories listed
• DEMEA: Deep Mesh Autoencoders for Non-Rigidly Deforming Objects
  24 May 2019 0 repositories listed
• Style Transfer with Time Series: Generating Synthetic Financial Data
  24 May 2019 0 repositories listed
• CASS: Cross Adversarial Source Separation via Autoencoder
  23 May 2019 0 repositories listed
• Glioma Grade Prediction Using Wavelet Scattering-Based Radiomics
  23 May 2019 0 repositories listed
• Unraveling the Veil of Subspace RIP Through Near-Isometry on Subspaces
  23 May 2019 0 repositories listed
• One-bit LFMCW Radar: Spectrum Analysis and Target Detection
  23 May 2019 0 repositories listed
• Fusion of heterogeneous bands and kernels in hyperspectral image processing
  22 May 2019 0 repositories listed
• Multi-view Locality Low-rank Embedding for Dimension Reduction
  20 May 2019 0 repositories listed
• Comparison of Machine Learning Models in Food Authentication Studies
  17 May 2019 0 repositories listed
• Online Distributed Estimation of Principal Eigenspaces
  17 May 2019 0 repositories listed
• EasiCS: the objective and fine-grained classification method of cervical spondylosis dysfunction
  15 May 2019 0 repositories listed
• Dimensionality Reduction for Tukey Regression
  14 May 2019 0 repositories listed
• Explore intrinsic geometry of sleep dynamics and predict sleep stage by unsupervised learning techniques
  11 May 2019 0 repositories listed
• ForestDSH: A Universal Hash Design for Discrete Probability Distributions
  11 May 2019 0 repositories listed
• An Incremental Dimensionality Reduction Method for Visualizing Streaming Multidimensional Data
  10 May 2019 0 repositories listed
• Supporting Analysis of Dimensionality Reduction Results with Contrastive Learning
  10 May 2019 0 repositories listed
• Deep Learning Reveals Underlying Physics of Light-matter Interactions in Nanophotonic Devices
  7 May 2019 0 repositories listed
• Locally Differentially Private Naive Bayes Classification
  3 May 2019 0 repositories listed
• A Data-Driven and Distributed Approach to Sparse Signal Representation and Recovery
  1 May 2019 0 repositories listed
• Dimensionality Reduction for Representing the Knowledge of Probabilistic Models
  1 May 2019 0 repositories listed
• Learning Entropic Wasserstein Embeddings
  1 May 2019 0 repositories listed
• Locally Linear Unsupervised Feature Selection
  1 May 2019 0 repositories listed
• Online Learning for Supervised Dimension Reduction
  1 May 2019 0 repositories listed
• Representation-Constrained Autoencoders and an Application to Wireless Positioning
  1 May 2019 0 repositories listed
• Statistical feature embedding for heart sound classification
  26 Apr 2019 0 repositories listed
• PCA-RECT: An Energy-efficient Object Detection Approach for Event Cameras
  24 Apr 2019 0 repositories listed
• A Robust Approach for Securing Audio Classification Against Adversarial Attacks
  24 Apr 2019 0 repositories listed
• Analysis and Visualization of Deep Neural Networks in Device-Free Wi-Fi Indoor Localization
  23 Apr 2019 0 repositories listed
• Local Deep-Feature Alignment for Unsupervised Dimension Reduction
  22 Apr 2019 0 repositories listed
• SCANN: Synthesis of Compact and Accurate Neural Networks
  19 Apr 2019 0 repositories listed
• Multi-stage Antenna Selection for Adaptive Beamforming in MIMO Arrays
  18 Apr 2019 0 repositories listed
• Privacy-Enhancing Context Authentication from Location-Sensitive Data
  18 Apr 2019 0 repositories listed
• Kernel methods for detecting coherent structures in dynamical data
  16 Apr 2019 0 repositories listed
• PL-NMF: Parallel Locality-Optimized Non-negative Matrix Factorization
  16 Apr 2019 0 repositories listed
• A framework for streamlined statistical prediction using topic models
  15 Apr 2019 0 repositories listed
• Estimation of Cross-Sectional Dependence in Large Panels
  15 Apr 2019 0 repositories listed
• Self-Paced Probabilistic Principal Component Analysis for Data with Outliers
  13 Apr 2019 0 repositories listed
• Restricted Isometry Property under High Correlations
  11 Apr 2019 0 repositories listed
• Simultaneous Spectral-Spatial Feature Selection and Extraction for Hyperspectral Images
  8 Apr 2019 0 repositories listed
• Parametrization of stochastic inputs using generative adversarial networks with application in geology
  7 Apr 2019 0 repositories listed
• Is 'Unsupervised Learning' a Misconceived Term?
  5 Apr 2019 0 repositories listed
• Building an Efficient Intrusion Detection System Based on Feature Selection and Ensemble Classifier
  2 Apr 2019 0 repositories listed
• Co-regularized Multi-view Sparse Reconstruction Embedding for Dimension Reduction
  1 Apr 2019 0 repositories listed
• Information Theoretic Feature Transformation Learning for Brain Interfaces
  28 Mar 2019 0 repositories listed
• Smoothing Nonlinear Variational Objectives with Sequential Monte Carlo
  27 Mar 2019 0 repositories listed
• Gene Expression based Survival Prediction for Cancer Patients: A Topic Modeling Approach
  25 Mar 2019 0 repositories listed
• Interactions between Representation Learning and Supervision
  25 Mar 2019 0 repositories listed
• Aggregated Deep Local Features for Remote Sensing Image Retrieval
  22 Mar 2019 0 repositories listed
• CUR Decompositions, Approximations, and Perturbations
  22 Mar 2019 0 repositories listed
• Individualized Multilayer Tensor Learning with An Application in Imaging Analysis
  21 Mar 2019 0 repositories listed
• Latent Simplex Position Model: High Dimensional Multi-view Clustering with Uncertainty Quantification
  21 Mar 2019 0 repositories listed
• On the Computation and Applications of Large Dense Partial Correlation Networks
  17 Mar 2019 0 repositories listed
• Multi-Stage Fault Warning for Large Electric Grids Using Anomaly Detection and Machine Learning
  15 Mar 2019 0 repositories listed
• Efficient Contextual Representation Learning Without Softmax Layer
  28 Feb 2019 0 repositories listed
• Ordinal Distance Metric Learning with MDS for Image Ranking
  27 Feb 2019 0 repositories listed
• A Review, Framework and R toolkit for Exploring, Evaluating, and Comparing Visualizations
  22 Feb 2019 0 repositories listed
• Deep Learning Multidimensional Projections
  21 Feb 2019 0 repositories listed
• Noisy multi-label semi-supervised dimensionality reduction
  20 Feb 2019 0 repositories listed
• Unsupervised shape and motion analysis of 3822 cardiac 4D MRIs of UK Biobank
  15 Feb 2019 0 repositories listed
• Deep learning approach based on dimensionality reduction for designing electromagnetic nanostructures
  11 Feb 2019 0 repositories listed
• ReStoCNet: Residual Stochastic Binary Convolutional Spiking Neural Network for Memory-Efficient Neuromorphic Computing
  11 Feb 2019 0 repositories listed
• Riemannian joint dimensionality reduction and dictionary learning on symmetric positive definite manifold
  11 Feb 2019 0 repositories listed
• Machine Learning With Feature Selection Using Principal Component Analysis for Malware Detection: A Case Study
  10 Feb 2019 0 repositories listed
• Distance metric learning based on structural neighborhoods for dimensionality reduction and classification performance improvement
  9 Feb 2019 0 repositories listed
• Can Genetic Programming Do Manifold Learning Too?
  8 Feb 2019 0 repositories listed
• License Plate Recognition with Compressive Sensing Based Feature Extraction
  7 Feb 2019 0 repositories listed
• Principal Model Analysis Based on Partial Least Squares
  6 Feb 2019 0 repositories listed