Browse State-of-the-Art › Dimensionality Reduction › Papers, page 17

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 17 of 34: papers 1,601 to 1,700 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.

• Unsupervised Acoustic Scene Mapping Based on Acoustic Features and Dimensionality Reduction
  1 Jan 2023 0 repositories listed
• Quantum Machine Learning Applied to the Classification of Diabetes
  31 Dec 2022 0 repositories listed
• Non-intrusive surrogate modelling using sparse random features with applications in crashworthiness analysis
  30 Dec 2022 0 repositories listed
• Theoretical Guarantees for Sparse Principal Component Analysis based on the Elastic Net
  29 Dec 2022 0 repositories listed
• Topological Data Analysis of Spatial Patterning in Heterogeneous Cell Populations: Clustering and Sorting with Varying Cell-Cell Adhesion
  28 Dec 2022 0 repositories listed
• UNO-QA: An Unsupervised Anomaly-Aware Framework with Test-Time Clustering for OCTA Image Quality Assessment
  20 Dec 2022 0 repositories listed
• Prediction of Auto Insurance Risk Based on t-SNE Dimensionality Reduction
  19 Dec 2022 0 repositories listed
• The Underlying Correlated Dynamics in Neural Training
  18 Dec 2022 0 repositories listed
• Two-sample test based on Self-Organizing Maps
  17 Dec 2022 0 repositories listed
• Graphon Pooling for Reducing Dimensionality of Signals and Convolutional Operators on Graphs
  15 Dec 2022 0 repositories listed
• Information retrieval in single cell chromatin analysis using TF-IDF transformation methods
  10 Dec 2022 0 repositories listed
• SpaceEditing: Integrating Human Knowledge into Deep Neural Networks via Interactive Latent Space Editing
  8 Dec 2022 0 repositories listed
• Shining light on data: Geometric data analysis through quantum dynamics
  1 Dec 2022 0 repositories listed
• DimenFix: A novel meta-dimensionality reduction method for feature preservation
  30 Nov 2022 0 repositories listed
• Privacy-Preserving Federated Deep Clustering based on GAN
  30 Nov 2022 0 repositories listed
• Spatio-Temporal Crop Aggregation for Video Representation Learning
  30 Nov 2022 0 repositories listed
• Time-Efficient Reward Learning via Visually Assisted Cluster Ranking
  30 Nov 2022 0 repositories listed
• Simultaneous Best Subset Selection and Dimension Reduction via Primal-Dual Iterations
  29 Nov 2022 0 repositories listed
• Compression supports low-dimensional representations of behavior across neural circuits
  29 Nov 2022 0 repositories listed
• Identifying Chemicals Through Dimensionality Reduction
  27 Nov 2022 0 repositories listed
• Cross-Sectional Dynamics Under Network Structure: Theory and Macroeconomic Applications
  24 Nov 2022 0 repositories listed
• FRE: A Fast Method For Anomaly Detection And Segmentation
  23 Nov 2022 0 repositories listed
• Kernel PCA for multivariate extremes
  23 Nov 2022 0 repositories listed
• Graceful Forgetting II. Data as a Process
  20 Nov 2022 0 repositories listed
• Comparing Explanation Methods for Traditional Machine Learning Models Part 2: Quantifying Model Explainability Faithfulness and Improvements with Dimensionality Reduction
  18 Nov 2022 0 repositories listed
• Data Dimension Reduction makes ML Algorithms efficient
  17 Nov 2022 0 repositories listed
• Interpretable Dimensionality Reduction by Feature Preserving Manifold Approximation and Projection
  17 Nov 2022 0 repositories listed
• Topology of cognitive maps
  16 Nov 2022 0 repositories listed
• Bridging Fairness and Environmental Sustainability in Natural Language Processing
  8 Nov 2022 0 repositories listed
• Dimension Reduction for Efficient Data-Enabled Predictive Control
  7 Nov 2022 0 repositories listed
• Genomics Data Analysis via Spectral Shape and Topology
  2 Nov 2022 0 repositories listed
• Geodesic Sinkhorn for Fast and Accurate Optimal Transport on Manifolds
  2 Nov 2022 0 repositories listed
• A new filter for dimensionality reduction and classification of hyperspectral images using GLCM features and mutual information
  1 Nov 2022 0 repositories listed
• A Faster Approach to Spiking Deep Convolutional Neural Networks
  31 Oct 2022 0 repositories listed
• Hybridization of filter and wrapper approaches for the dimensionality reduction and classification of hyperspectral images
  29 Oct 2022 0 repositories listed
• A Novel Filter Approach for Band Selection and Classification of Hyperspectral Remotely Sensed Images Using Normalized Mutual Information and Support Vector Machines
  27 Oct 2022 0 repositories listed
• Adaptive physics-informed neural operator for coarse-grained non-equilibrium flows
  27 Oct 2022 0 repositories listed
• Hyperspectral Images Classification and Dimensionality Reduction using spectral interaction and SVM classifier
  27 Oct 2022 0 repositories listed
• Supervised classification methods applied to airborne hyperspectral images: Comparative study using mutual information
  27 Oct 2022 0 repositories listed
• A new band selection approach based on information theory and support vector machine for hyperspectral images reduction and classification
  26 Oct 2022 0 repositories listed
• A novel filter based on three variables mutual information for dimensionality reduction and classification of hyperspectral images
  26 Oct 2022 0 repositories listed
• A novel information gain-based approach for classification and dimensionality reduction of hyperspectral images
  26 Oct 2022 0 repositories listed
• Towards a machine learning pipeline in reduced order modelling for inverse problems: neural networks for boundary parametrization, dimensionality reduction and solution manifold approximation
  26 Oct 2022 0 repositories listed
• A Novel Approach for Dimensionality Reduction and Classification of Hyperspectral Images based on Normalized Synergy
  25 Oct 2022 0 repositories listed
• Hyperspectral images classification and Dimensionality Reduction using Homogeneity feature and mutual information
  25 Oct 2022 0 repositories listed
• New wrapper method based on normalized mutual information for dimension reduction and classification of hyperspectral images
  25 Oct 2022 0 repositories listed
• An Algorithm and Heuristic based on Normalized Mutual Information for Dimensionality Reduction and Classification of Hyperspectral images
  22 Oct 2022 0 repositories listed
• An Experimental Study of Dimension Reduction Methods on Machine Learning Algorithms with Applications to Psychometrics
  19 Oct 2022 0 repositories listed
• A Dashboard to Analysis and Synthesis of Dimensionality Reduction Methods in Remote Sensing
  18 Oct 2022 0 repositories listed
• Transformer-based dimensionality reduction
  15 Oct 2022 0 repositories listed
• A Brief Survey on Representation Learning based Graph Dimensionality Reduction Techniques
  13 Oct 2022 0 repositories listed
• Pinning control of networks: dimensionality reduction through simultaneous block-diagonalization of matrices
  12 Oct 2022 0 repositories listed
• Tackling Instance-Dependent Label Noise with Dynamic Distribution Calibration
  11 Oct 2022 0 repositories listed
• Efficient NTK using Dimensionality Reduction
  10 Oct 2022 0 repositories listed
• Nonlinear Sufficient Dimension Reduction with a Stochastic Neural Network
  9 Oct 2022 0 repositories listed
• Spectrally-Corrected and Regularized Linear Discriminant Analysis for Spiked Covariance Model
  8 Oct 2022 0 repositories listed
• GENHOP: An Image Generation Method Based on Successive Subspace Learning
  7 Oct 2022 0 repositories listed
• Trustworthiness of Laser-Induced Breakdown Spectroscopy Predictions via Simulation-based Synthetic Data Augmentation and Multitask Learning
  7 Oct 2022 0 repositories listed
• Probabilistic partition of unity networks for high-dimensional regression problems
  6 Oct 2022 0 repositories listed
• Detection and Evaluation of Clusters within Sequential Data
  4 Oct 2022 0 repositories listed
• Enhanced CNN with Global Features for Fault Diagnosis of Complex Chemical Processes
  4 Oct 2022 0 repositories listed
• A Unified Framework for Optimization-Based Graph Coarsening
  2 Oct 2022 0 repositories listed
• Accelerated partial separable model using dimension-reduced optimization technique for ultra-fast cardiac MRI
  2 Oct 2022 0 repositories listed
• Loc-VAE: Learning Structurally Localized Representation from 3D Brain MR Images for Content-Based Image Retrieval
  2 Oct 2022 0 repositories listed
• On The Relative Error of Random Fourier Features for Preserving Kernel Distance
  1 Oct 2022 0 repositories listed
• A canonical correlation-based framework for performance analysis of radio access networks
  29 Sep 2022 0 repositories listed
• Parameterized Quantum Circuits with Quantum Kernels for Machine Learning: A Hybrid Quantum-Classical Approach
  28 Sep 2022 0 repositories listed
• Spectral Diffusion Processes
  28 Sep 2022 0 repositories listed
• Accelerating hypersonic reentry simulations using deep learning-based hybridization (with guarantees)
  27 Sep 2022 0 repositories listed
• involve-MI: Informative Planning with High-Dimensional Non-Parametric Beliefs
  23 Sep 2022 0 repositories listed
• Embedding-Assisted Attentional Deep Learning for Real-World RF Fingerprinting of Bluetooth
  22 Sep 2022 0 repositories listed
• Non-Negative Matrix Factorization with Scale Data Structure Preservation
  22 Sep 2022 0 repositories listed
• Algorithm-Agnostic Interpretations for Clustering
  21 Sep 2022 0 repositories listed
• Rethinking Dimensionality Reduction in Grid-based 3D Object Detection
  20 Sep 2022 0 repositories listed
• Adaptive Dimension Reduction and Variational Inference for Transductive Few-Shot Classification
  18 Sep 2022 0 repositories listed
• FRANS: Automatic Feature Extraction for Time Series Forecasting
  15 Sep 2022 0 repositories listed
• Vision Transformers for Action Recognition: A Survey
  13 Sep 2022 0 repositories listed
• Simple and Powerful Architecture for Inductive Recommendation Using Knowledge Graph Convolutions
  9 Sep 2022 0 repositories listed
• Dimensionality Reduction using Elastic Measures
  7 Sep 2022 0 repositories listed
• Application of advanced machine learning algorithms for anomaly detection and quantitative prediction in protein A chromatography
  5 Sep 2022 0 repositories listed
• Learning Canonical Embeddings for Unsupervised Shape Correspondence with Locally Linear Transformations
  5 Sep 2022 0 repositories listed
• Johnson-Lindenstrauss embeddings for noisy vectors -- taking advantage of the noise
  1 Sep 2022 0 repositories listed
• Practical Operator Sketching Framework for Accelerating Iterative Data-Driven Solutions in Inverse Problems
  31 Aug 2022 0 repositories listed
• Embedding Functional Data: Multidimensional Scaling and Manifold Learning
  30 Aug 2022 0 repositories listed
• Identifying Dominant Industrial Sectors in Market States of the S&P 500 Financial Data
  30 Aug 2022 0 repositories listed
• AutoQML: Automatic Generation and Training of Robust Quantum-Inspired Classifiers by Using Genetic Algorithms on Grayscale Images
  28 Aug 2022 0 repositories listed
• GANs and Closures: Micro-Macro Consistency in Multiscale Modeling
  23 Aug 2022 0 repositories listed
• MetaRF: Differentiable Random Forest for Reaction Yield Prediction with a Few Trails
  22 Aug 2022 0 repositories listed
• Collaborative causal inference on distributed data
  16 Aug 2022 0 repositories listed
• On a Mechanism Framework of Autoencoders
  15 Aug 2022 0 repositories listed
• Training-Time Attacks against k-Nearest Neighbors
  15 Aug 2022 0 repositories listed
• May the force be with you
  13 Aug 2022 0 repositories listed
• An Accelerated Doubly Stochastic Gradient Method with Faster Explicit Model Identification
  11 Aug 2022 0 repositories listed
• Quantum artificial vision for defect detection in manufacturing
  9 Aug 2022 0 repositories listed
• Deep Learning for Size and Microscope Feature Extraction and Classification in Oral Cancer: Enhanced Convolution Neural Network
  6 Aug 2022 0 repositories listed
• Factor Network Autoregressions
  4 Aug 2022 0 repositories listed
• Learning Interaction Variables and Kernels from Observations of Agent-Based Systems
  4 Aug 2022 0 repositories listed
• Distributed Event-Triggered Nonlinear Fusion Estimation under Resource Constraints
  3 Aug 2022 0 repositories listed
• EMC2A-Net: An Efficient Multibranch Cross-channel Attention Network for SAR Target Classification
  3 Aug 2022 0 repositories listed
• Cluster Weighted Model Based on TSNE algorithm for High-Dimensional Data
  2 Aug 2022 0 repositories listed