Browse State-of-the-Art › Dimensionality Reduction › Papers, page 10

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 10 of 34: papers 901 to 1,000 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.

• A probabilistic view on Riemannian machine learning models for SPD matrices
  5 May 2025 0 repositories listed
• Improved Dimensionality Reduction for Inverse Problems in Nuclear Fusion and High-Energy Astrophysics
  5 May 2025 0 repositories listed
• OASIS: Optimized Lightweight Autoencoder System for Distributed In-Sensor computing
  4 May 2025 0 repositories listed
• From Players to Champions: A Generalizable Machine Learning Approach for Match Outcome Prediction with Insights from the FIFA World Cup
  3 May 2025 0 repositories listed
• Surrogate to Poincaré inequalities on manifolds for dimension reduction in nonlinear feature spaces
  3 May 2025 0 repositories listed
• Optimization of embeddings storage for RAG systems using quantization and dimensionality reduction techniques
  30 Apr 2025 0 repositories listed
• GiBy: A Giant-Step Baby-Step Classifier For Anomaly Detection In Industrial Control Systems
  29 Apr 2025 0 repositories listed
• A Novel Parameter-Tying Theorem in Multi-Model Adaptive Systems: Systematic Approach for Efficient Model Selection
  28 Apr 2025 0 repositories listed
• A Multimodal Deep Learning Approach for White Matter Shape Prediction in Diffusion MRI Tractography
  25 Apr 2025 0 repositories listed
• Subject-independent Classification of Meditative State from the Resting State using EEG
  25 Apr 2025 0 repositories listed
• Unsupervised outlier detection to improve bird audio dataset labels
  25 Apr 2025 0 repositories listed
• An Explainable Nature-Inspired Framework for Monkeypox Diagnosis: Xception Features Combined with NGBoost and African Vultures Optimization Algorithm
  24 Apr 2025 0 repositories listed
• Learning Isometric Embeddings of Road Networks using Multidimensional Scaling
  24 Apr 2025 0 repositories listed
• I-Con: A Unifying Framework for Representation Learning
  23 Apr 2025 0 repositories listed
• MPAD: A New Dimension-Reduction Method for Preserving Nearest Neighbors in High-Dimensional Vector Search
  23 Apr 2025 0 repositories listed
• Online model learning with data-assimilated reservoir computers
  23 Apr 2025 0 repositories listed
• A Graph Based Raman Spectral Processing Technique for Exosome Classification
  21 Apr 2025 0 repositories listed
• Impact of Latent Space Dimension on IoT Botnet Detection Performance: VAE-Encoder Versus ViT-Encoder
  21 Apr 2025 0 repositories listed
• Word Embedding Techniques for Classification of Star Ratings
  18 Apr 2025 0 repositories listed
• DIDS: Domain Impact-aware Data Sampling for Large Language Model Training
  17 Apr 2025 0 repositories listed Syntology 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 4 harvested samples) · 4 pointer-only (licence)
• A Survey on Archetypal Analysis
  16 Apr 2025 0 repositories listed
• Towards Explainable Fusion and Balanced Learning in Multimodal Sentiment Analysis
  16 Apr 2025 0 repositories listed
• Effective dimensionality reduction for Greeks computation using Randomized QMC
  15 Apr 2025 0 repositories listed
• InfoClus: Informative Clustering of High-dimensional Data Embeddings
  15 Apr 2025 0 repositories listed
• On relative universality, regression operator, and conditional independence
  15 Apr 2025 0 repositories listed
• Progressive Rock Music Classification
  15 Apr 2025 0 repositories listed
• SPreV
  14 Apr 2025 0 repositories listed
• An Incremental Non-Linear Manifold Approximation Method
  12 Apr 2025 0 repositories listed
• Bayesian optimization for mixed variables using an adaptive dimension reduction process: applications to aircraft design
  11 Apr 2025 0 repositories listed
• Dimension reduction for derivative-informed operator learning: An analysis of approximation errors
  11 Apr 2025 0 repositories listed
• PCA-RAG: Principal Component Analysis for Efficient Retrieval-Augmented Generation
  11 Apr 2025 0 repositories listed
• Hodge Laplacians and Hodge Diffusion Maps
  10 Apr 2025 0 repositories listed
• Adaptive Locally Linear Embedding
  9 Apr 2025 0 repositories listed
• Hybrid machine learning models based on physical patterns to accelerate CFD simulations: a short guide on autoregressive models
  9 Apr 2025 0 repositories listed
• LayerFlow: Layer-wise Exploration of LLM Embeddings using Uncertainty-aware Interlinked Projections
  9 Apr 2025 0 repositories listed
• Deep Fair Learning: A Unified Framework for Fine-tuning Representations with Sufficient Networks
  8 Apr 2025 0 repositories listed
• econSG: Efficient and Multi-view Consistent Open-Vocabulary 3D Semantic Gaussians
  8 Apr 2025 0 repositories listed
• Machine Learning Reveals Composition Dependent Thermal Stability in Halide Perovskites
  5 Apr 2025 0 repositories listed
• Dimensionality reduction for k-means clustering of large-scale influenza mutation datasets
  4 Apr 2025 0 repositories listed
• Early detection of diabetes through transfer learning-based eye (vision) screening and improvement of machine learning model performance and advanced parameter setting algorithms
  4 Apr 2025 0 repositories listed
• Grammar-based Ordinary Differential Equation Discovery
  3 Apr 2025 0 repositories listed
• Measuring the Data
  2 Apr 2025 0 repositories listed
• Global explainability of a deep abstaining classifier
  1 Apr 2025 0 repositories listed
• Data-Driven Forecasting of High-Dimensional Transient and Stationary Processes via Space-Time Projection
  31 Mar 2025 0 repositories listed
• Graph Transformer-Based Flood Susceptibility Mapping: Application to the French Riviera and Railway Infrastructure Under Climate Change
  31 Mar 2025 0 repositories listed
• Solve sparse PCA problem by employing Hamiltonian system and leapfrog method
  30 Mar 2025 0 repositories listed
• Unsupervised Learning: Comparative Analysis of Clustering Techniques on High-Dimensional Data
  29 Mar 2025 0 repositories listed
• Model-free Vehicle Rollover Prevention: A Data-driven Predictive Control Approach
  26 Mar 2025 0 repositories listed
• 3D Structural Phenotype of the Optic Nerve Head at the Intersection of Glaucoma and Myopia - A Key to Improving Glaucoma Diagnosis in Myopic Populations
  24 Mar 2025 0 repositories listed
• Mapping Hymns and Organizing Concepts in the Rigveda: Quantitatively Connecting the Vedic Suktas
  23 Mar 2025 0 repositories listed
• Scalable physics-informed deep generative model for solving forward and inverse stochastic differential equations
  23 Mar 2025 0 repositories listed
• CASE -- Condition-Aware Sentence Embeddings for Conditional Semantic Textual Similarity Measurement
  21 Mar 2025 0 repositories listed
• Principal Component Analysis When n < p: Challenges and Solutions
  21 Mar 2025 0 repositories listed
• Exploring the Limits of KV Cache Compression in Visual Autoregressive Transformers
  19 Mar 2025 0 repositories listed
• C(NN)FD -- Deep Learning Modelling of Multi-Stage Axial Compressors Aerodynamics
  18 Mar 2025 0 repositories listed
• A Convex formulation for linear discriminant analysis
  17 Mar 2025 0 repositories listed
• Dynamical Mode Recognition of Turbulent Flames in a Swirl-stabilized Annular Combustor by a Time-series Learning Approach
  17 Mar 2025 0 repositories listed
• Stabilization Analysis and Mode Recognition of Kerosene Supersonic Combustion: A Deep Learning Approach Based on Res-CNN-beta-VAE
  17 Mar 2025 0 repositories listed
• Cardiomyopathy Diagnosis Model from Endomyocardial Biopsy Specimens: Appropriate Feature Space and Class Boundary in Small Sample Size Data
  14 Mar 2025 0 repositories listed
• Latent Space Representation of Electricity Market Curves for Improved Prediction Efficiency
  14 Mar 2025 0 repositories listed
• A Novel Approach for Intrinsic Dimension Estimation
  12 Mar 2025 0 repositories listed
• Cover Learning for Large-Scale Topology Representation
  12 Mar 2025 0 repositories listed
• Probing Latent Subspaces in LLM for AI Security: Identifying and Manipulating Adversarial States
  12 Mar 2025 0 repositories listed
• Robust Unsupervised Fault Diagnosis For High-Dimensional Nonlinear Noisy Data
  11 Mar 2025 0 repositories listed
• EigenGS Representation: From Eigenspace to Gaussian Image Space
  10 Mar 2025 0 repositories listed
• Preserving clusters and correlations: a dimensionality reduction method for exceptionally high global structure preservation
  10 Mar 2025 0 repositories listed
• Robust Multilinear Principal Component Analysis
  10 Mar 2025 0 repositories listed
• Optimal Transport for Brain-Image Alignment: Unveiling Redundancy and Synergy in Neural Information Processing
  9 Mar 2025 0 repositories listed
• Matrix Factorization for Inferring Associations and Missing Links
  6 Mar 2025 0 repositories listed
• Low Dimensional Dynamics of Globally Coupled Complex Riccati Equations: Exact Firing-rate Equations for Spiking Neurons with Clustered Substructure
  5 Mar 2025 0 repositories listed
• Diagnosis of Patients with Viral, Bacterial, and Non-Pneumonia Based on Chest X-Ray Images Using Convolutional Neural Networks
  3 Mar 2025 0 repositories listed
• Learning Stochastic Dynamical Systems with Structured Noise
  3 Mar 2025 0 repositories listed
• Inteval Analysis for two spherical functions arising from robust Perspective-n-Lines problem
  1 Mar 2025 0 repositories listed
• Analysis of Evolving Cortical Neuronal Networks Using Visual Informatics
  28 Feb 2025 0 repositories listed
• Beyond Worst-Case Dimensionality Reduction for Sparse Vectors
  27 Feb 2025 0 repositories listed
• Forward-Cooperation-Backward (FCB) learning in a Multi-Encoding Uni-Decoding neural network architecture
  27 Feb 2025 0 repositories listed
• RURANET++: An Unsupervised Learning Method for Diabetic Macular Edema Based on SCSE Attention Mechanisms and Dynamic Multi-Projection Head Clustering
  27 Feb 2025 0 repositories listed
• BEYONDWORDS is All You Need: Agentic Generative AI based Social Media Themes Extractor
  26 Feb 2025 0 repositories listed
• From Small to Large Language Models: Revisiting the Federalist Papers
  25 Feb 2025 0 repositories listed
• Achieving Fair PCA Using Joint Eigenvalue Decomposition
  24 Feb 2025 0 repositories listed
• Rewards-based image analysis in microscopy
  23 Feb 2025 0 repositories listed
• An Improved Deep Learning Model for Word Embeddings Based Clustering for Large Text Datasets
  22 Feb 2025 0 repositories listed
• A Supervised Screening and Regularized Factor-Based Method for Time Series Forecasting
  21 Feb 2025 0 repositories listed
• Fréchet Cumulative Covariance Net for Deep Nonlinear Sufficient Dimension Reduction with Random Objects
  21 Feb 2025 0 repositories listed
• ML-Driven Approaches to Combat Medicare Fraud: Advances in Class Imbalance Solutions, Feature Engineering, Adaptive Learning, and Business Impact
  21 Feb 2025 0 repositories listed
• Network Resource Optimization for ML-Based UAV Condition Monitoring with Vibration Analysis
  21 Feb 2025 0 repositories listed
• A Neural Operator-Based Emulator for Regional Shallow Water Dynamics
  20 Feb 2025 0 repositories listed
• Disentangled Latent Spaces for Reduced Order Models using Deterministic Autoencoders
  20 Feb 2025 0 repositories listed
• Reverse Markov Learning: Multi-Step Generative Models for Complex Distributions
  19 Feb 2025 0 repositories listed
• BOLIMES: Boruta and LIME optiMized fEature Selection for Gene Expression Classification
  18 Feb 2025 0 repositories listed
• Random Forest Autoencoders for Guided Representation Learning
  18 Feb 2025 0 repositories listed
• Data-Enabled Predictive Control for Flexible Spacecraft
  13 Feb 2025 0 repositories listed
• Lifespan tree of brain anatomy: diagnostic values for motor and cognitive neurodegenerative diseases
  13 Feb 2025 0 repositories listed
• A Deep Learning approach for parametrized and time dependent Partial Differential Equations using Dimensionality Reduction and Neural ODEs
  12 Feb 2025 0 repositories listed
• scMamba: A Pre-Trained Model for Single-Nucleus RNA Sequencing Analysis in Neurodegenerative Disorders
  12 Feb 2025 0 repositories listed
• Learning Effective Dynamics across Spatio-Temporal Scales of Complex Flows
  11 Feb 2025 0 repositories listed
• Negative Dependence as a toolbox for machine learning : review and new developments
  11 Feb 2025 0 repositories listed
• Study on Downlink CSI compression: Are Neural Networks the Only Solution?
  10 Feb 2025 0 repositories listed
• AI-Driven HSI: Multimodality, Fusion, Challenges, and the Deep Learning Revolution
  9 Feb 2025 0 repositories listed
• Global Ease of Living Index: a machine learning framework for longitudinal analysis of major economies
  8 Feb 2025 0 repositories listed

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.