Browse State-of-the-Art › Dimensionality Reduction › Papers, page 11
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 11 of 34: papers 1,001 to 1,100 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.
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Geometric Machine Learning on EEG Signals7 Feb 2025 0 repositories listed
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Finding Pegasus: Enhancing Unsupervised Anomaly Detection in High-Dimensional Data using a Manifold-Based Approach6 Feb 2025 0 repositories listed
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Primary Care Diagnoses as a Reliable Predictor for Orthopedic Surgical Interventions6 Feb 2025 0 repositories listed
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Linearized Optimal Transport pyLOT Library: A Toolkit for Machine Learning on Point Clouds5 Feb 2025 0 repositories listed
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Minimax-Optimal Dimension-Reduced Clustering for High-Dimensional Nonspherical Mixtures4 Feb 2025 0 repositories listed
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Shuttle Between the Instructions and the Parameters of Large Language Models4 Feb 2025 0 repositories listed
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Displacement-Sparse Neural Optimal Transport3 Feb 2025 0 repositories listed
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Physically Interpretable Representation and Controlled Generation for Turbulence Data31 Jan 2025 0 repositories listed
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A Hybrid Data-Driven Approach For Analyzing And Predicting Inpatient Length Of Stay In Health Centre30 Jan 2025 0 repositories listed
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A Hybrid Deep Learning CNN Model for Enhanced COVID-19 Detection from Computed Tomography (CT) Scan Images28 Jan 2025 0 repositories listed
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RAINER: A Robust Ensemble Learning Grid Search-Tuned Framework for Rainfall Patterns Prediction28 Jan 2025 0 repositories listed
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Data-Efficient Machine Learning Potentials via Difference Vectors Based on Local Atomic Environments27 Jan 2025 0 repositories listed
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Foundations of a Knee Joint Digital Twin from qMRI Biomarkers for Osteoarthritis and Knee Replacement26 Jan 2025 0 repositories listed
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A dimensionality reduction technique based on the Gromov-Wasserstein distance23 Jan 2025 0 repositories listed
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Anomaly Detection in Double-entry Bookkeeping Data by Federated Learning System with Non-model Sharing Approach22 Jan 2025 0 repositories listed
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Hybrid Two-Stage Reconstruction of Multiscale Subsurface Flow with Physics-informed Residual Connected Neural Operator22 Jan 2025 0 repositories listed
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Low-Dimensional Representation-Driven TSK Fuzzy System for Feature Selection22 Jan 2025 0 repositories listed
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Ultralow-dimensionality reduction for identifying critical transitions by spatial-temporal PCA22 Jan 2025 0 repositories listed
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Disentangling stellar atmospheric parameters in astronomical spectra using Generative Adversarial Neural Networks20 Jan 2025 0 repositories listed
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Generalizable Spectral Embedding with an Application to UMAP20 Jan 2025 0 repositories listed
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Lee and Seung (2000)'s Algorithms for Non-negative Matrix Factorization: A Supplementary Proof Guide20 Jan 2025 0 repositories listed
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On the dimension of pullback attractors in recurrent neural networks20 Jan 2025 0 repositories listed
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HOPS: High-order Polynomials with Self-supervised Dimension Reduction for Load Forecasting18 Jan 2025 0 repositories listed
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Enhancing UAV Path Planning Efficiency Through Accelerated Learning17 Jan 2025 0 repositories listed
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Exploring Narrative Clustering in Large Language Models: A Layerwise Analysis of BERT14 Jan 2025 0 repositories listed
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Automatic Double Reinforcement Learning in Semiparametric Markov Decision Processes with Applications to Long-Term Causal Inference12 Jan 2025 0 repositories listed
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Discovery of sustainable energy materials via the machine-learned material space10 Jan 2025 0 repositories listed
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MRI Patterns of the Hippocampus and Amygdala for Predicting Stages of Alzheimer's Progression: A Minimal Feature Machine Learning Framework10 Jan 2025 0 repositories listed
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Entangled Mean Estimation in High-Dimensions9 Jan 2025 0 repositories listed
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A Stable Measure for Conditional Periodicity of Time Series using Persistent Homology6 Jan 2025 0 repositories listed
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A Graphical Approach to State Variable Selection in Off-policy Learning1 Jan 2025 0 repositories listed
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Unified dimensionality reduction techniques in chronic liver disease detection30 Dec 2024 0 repositories listed
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Generative Modeling: A Review24 Dec 2024 0 repositories listed
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Integrating Random Effects in Variational Autoencoders for Dimensionality Reduction of Correlated Data22 Dec 2024 0 repositories listed
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A Unifying Family of Data-Adaptive Partitioning Algorithms21 Dec 2024 0 repositories listed
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Fast Multi-Group Gaussian Process Factor Models21 Dec 2024 0 repositories listed
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Explainable AI for Multivariate Time Series Pattern Exploration: Latent Space Visual Analytics with Temporal Fusion Transformer and Variational Autoencoders in Power Grid Event Diagnosis20 Dec 2024 0 repositories listed
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Computing Gram Matrix for SMILES Strings using RDKFingerprint and Sinkhorn-Knopp Algorithm19 Dec 2024 0 repositories listed
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Progressive Monitoring of Generative Model Training Evolution17 Dec 2024 0 repositories listed
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CSI Compression using Channel Charting16 Dec 2024 0 repositories listed
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Representation learning of dynamic networks15 Dec 2024 0 repositories listed
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Alternative Channel Charting Techniques in Cellular Wireless Communications14 Dec 2024 0 repositories listed
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Agtech Framework for Cranberry-Ripening Analysis Using Vision Foundation Models12 Dec 2024 0 repositories listed
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Belted and Ensembled Neural Network for Linear and Nonlinear Sufficient Dimension Reduction12 Dec 2024 0 repositories listed
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Deep Clustering using Dirichlet Process Gaussian Mixture and Alpha Jensen-Shannon Divergence Clustering Loss12 Dec 2024 0 repositories listed
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Dimensionality Reduction Techniques for Global Bayesian Optimisation12 Dec 2024 0 repositories listed
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A Hyperdimensional One Place Signature to Represent Them All: Stackable Descriptors For Visual Place Recognition9 Dec 2024 0 repositories listed
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When Dimensionality Reduction Meets Graph (Drawing) Theory: Introducing a Common Framework, Challenges and Opportunities9 Dec 2024 0 repositories listed
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Nested Diffusion Models Using Hierarchical Latent Priors8 Dec 2024 0 repositories listed
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A Dataset Similarity Evaluation Framework for Wireless Communications and Sensing7 Dec 2024 0 repositories listed
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An Automated Data Mining Framework Using Autoencoders for Feature Extraction and Dimensionality Reduction3 Dec 2024 0 repositories listed
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Deep Learning, Machine Learning, Advancing Big Data Analytics and Management3 Dec 2024 0 repositories listed
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Traversing the Subspace of Adversarial Patches2 Dec 2024 0 repositories listed
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Enhancing the conformal predictability of context-aware recommendation systems by using Deep Autoencoders30 Nov 2024 0 repositories listed
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Noncommutative Model Selection for Data Clustering and Dimension Reduction Using Relative von Neumann Entropy29 Nov 2024 0 repositories listed
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Deep Learning for GWP Prediction: A Framework Using PCA, Quantile Transformation, and Ensemble Modeling28 Nov 2024 0 repositories listed
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Autoencoder Enhanced Realised GARCH on Volatility Forecasting26 Nov 2024 0 repositories listed
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HiCat: A Semi-Supervised Approach for Cell Type Annotation25 Nov 2024 0 repositories listed
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Swin fMRI Transformer Predicts Early Neurodevelopmental Outcomes from Neonatal fMRI25 Nov 2024 0 repositories listed
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Circuit design in biology and machine learning. II. Anomaly detection23 Nov 2024 0 repositories listed
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FAST-Splat: Fast, Ambiguity-Free Semantics Transfer in Gaussian Splatting20 Nov 2024 0 repositories listed
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Dimension Reduction via Sum-of-Squares and Improved Clustering Algorithms for Non-Spherical Mixtures19 Nov 2024 0 repositories listed
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Exploring the Manifold of Neural Networks Using Diffusion Geometry19 Nov 2024 0 repositories listed
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Hierarchical Trait-State Model for Decoding Dyadic Social Interactions19 Nov 2024 0 repositories listed
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K-means Derived Unsupervised Feature Selection using Improved ADMM19 Nov 2024 0 repositories listed
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Feature Selection for Network Intrusion Detection18 Nov 2024 0 repositories listed
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Generative Spatio-temporal GraphNet for Transonic Wing Pressure Distribution Forecasting18 Nov 2024 0 repositories listed
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Towards a Fairer Non-negative Matrix Factorization14 Nov 2024 0 repositories listed
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AstroM³: A self-supervised multimodal model for astronomy13 Nov 2024 0 repositories listed
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Expected Information Gain Estimation via Density Approximations: Sample Allocation and Dimension Reduction13 Nov 2024 0 repositories listed
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Firm Heterogeneity and Macroeconomic Fluctuations: a Functional VAR model8 Nov 2024 0 repositories listed
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Poor Man's Training on MCUs: A Memory-Efficient Quantized Back-Propagation-Free Approach7 Nov 2024 0 repositories listed
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Interpretable and Efficient Data-driven Discovery and Control of Distributed Systems6 Nov 2024 0 repositories listed
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Theoretically informed selection of latent activation in autoencoder based recommender systems6 Nov 2024 0 repositories listed
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Understanding Contrastive Learning via Gaussian Mixture Models5 Nov 2024 0 repositories listed
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You are out of context!4 Nov 2024 0 repositories listed
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Detection and tracking of gas plumes in LWIR hyperspectral video sequence data1 Nov 2024 0 repositories listed
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How Do Flow Matching Models Memorize and Generalize in Sample Data Subspaces?31 Oct 2024 0 repositories listed
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Temporal Streaming Batch Principal Component Analysis for Time Series Classification28 Oct 2024 0 repositories listed
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Dimension reduction via score ratio matching25 Oct 2024 0 repositories listed
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Golden Ratio-Based Sufficient Dimension Reduction25 Oct 2024 0 repositories listed
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Doubly Non-Central Beta Matrix Factorization for Stable Dimensionality Reduction of Bounded Support Matrix Data24 Oct 2024 0 repositories listed
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Enhancing Graph Attention Neural Network Performance for Marijuana Consumption Classification through Large-scale Augmented Granger Causality (lsAGC) Analysis of Functional MR Images24 Oct 2024 0 repositories listed
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Omics-driven hybrid dynamic modeling of bioprocesses with uncertainty estimation24 Oct 2024 0 repositories listed
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A Wavelet Diffusion GAN for Image Super-Resolution23 Oct 2024 0 repositories listed
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Enhancing literature review with LLM and NLP methods. Algorithmic trading case23 Oct 2024 0 repositories listed
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Simultaneous Dimensionality Reduction for Extracting Useful Representations of Large Empirical Multimodal Datasets23 Oct 2024 0 repositories listed
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Hyperboloid GPLVM for Discovering Continuous Hierarchies via Nonparametric Estimation22 Oct 2024 0 repositories listed
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Learning Precise, Contact-Rich Manipulation through Uncalibrated Tactile Skins22 Oct 2024 0 repositories listed
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A Kernelization-Based Approach to Nonparametric Binary Choice Models21 Oct 2024 0 repositories listed
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Learning signals defined on graphs with optimal transport and Gaussian process regression21 Oct 2024 0 repositories listed
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MIK: Modified Isolation Kernel for Biological Sequence Visualization, Classification, and Clustering21 Oct 2024 0 repositories listed
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Lossless KV Cache Compression to 2%20 Oct 2024 0 repositories listed
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Unsupervised feature selection algorithm framework based on neighborhood interval disturbance fusion20 Oct 2024 0 repositories listed
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Efficient Sparse PCA via Block-Diagonalization18 Oct 2024 0 repositories listed
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Approaching Metaheuristic Deep Learning Combos for Automated Data Mining16 Oct 2024 0 repositories listed
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Game Theory Meets Statistical Mechanics in Deep Learning Design16 Oct 2024 0 repositories listed
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Large data limits and scaling laws for tSNE16 Oct 2024 0 repositories listed
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EEG-based 90-Degree Turn Intention Detection for Brain-Computer Interface15 Oct 2024 0 repositories listed
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A Two-Stage Federated Learning Approach for Industrial Prognostics Using Large-Scale High-Dimensional Signals14 Oct 2024 0 repositories listed