Browse State-of-the-Art › Dimensionality Reduction › Papers, page 13
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 13 of 34: papers 1,201 to 1,300 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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Sparsifying dimensionality reduction of PDE solution data with Bregman learning18 Jun 2024 0 repositories listed
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Oblivious subspace embeddings for compressed Tucker decompositions13 Jun 2024 0 repositories listed
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Research on Early Warning Model of Cardiovascular Disease Based on Computer Deep Learning13 Jun 2024 0 repositories listed
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Macroscopic Market Making Games via Multidimensional Decoupling Field9 Jun 2024 0 repositories listed
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Unsupervised learning of Data-driven Facial Expression Coding System (DFECS) using keypoint tracking8 Jun 2024 0 repositories listed
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Enhancing Supervised Visualization through Autoencoder and Random Forest Proximities for Out-of-Sample Extension6 Jun 2024 0 repositories listed
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DA-Flow: Dual Attention Normalizing Flow for Skeleton-based Video Anomaly Detection5 Jun 2024 0 repositories listed
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Noisy Data Visualization using Functional Data Analysis5 Jun 2024 0 repositories listed
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Deep Reinforcement Learning Behavioral Mode Switching Using Optimal Control Based on a Latent Space Objective3 Jun 2024 0 repositories listed
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Random Subspace Local Projections3 Jun 2024 0 repositories listed
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Estimates on the domain of validity for Lyapunov-Schmidt reduction30 May 2024 0 repositories listed
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Low-dimensional approximations of the conditional law of Volterra processes: a non-positive curvature approach30 May 2024 0 repositories listed
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On the Connection Between Non-negative Matrix Factorization and Latent Dirichlet Allocation30 May 2024 0 repositories listed
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Performance Examination of Symbolic Aggregate Approximation in IoT Applications30 May 2024 0 repositories listed
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NUTS, NARS, and Speech28 May 2024 0 repositories listed
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Towards One Model for Classical Dimensionality Reduction: A Probabilistic Perspective on UMAP and t-SNE27 May 2024 0 repositories listed
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Canonical Variates in Wasserstein Metric Space24 May 2024 0 repositories listed
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Statistical and Computational Guarantees of Kernel Max-Sliced Wasserstein Distances24 May 2024 0 repositories listed
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Embedding Compression for Efficient Re-Identification23 May 2024 0 repositories listed
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A Uniform Concentration Inequality for Kernel-Based Two-Sample Statistics22 May 2024 0 repositories listed
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A Survey on Design-space Dimensionality Reduction Methods for Shape Optimization22 May 2024 0 repositories listed
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Bayesian Inverse Problems with Conditional Sinkhorn Generative Adversarial Networks in Least Volume Latent Spaces22 May 2024 0 repositories listed
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Input Guided Multiple Deconstruction Single Reconstruction neural network models for Matrix Factorization22 May 2024 0 repositories listed
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Rank Reduction Autoencoders22 May 2024 0 repositories listed
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Automated Anomaly Detection on European XFEL Klystrons20 May 2024 0 repositories listed
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An Autoencoder and Generative Adversarial Networks Approach for Multi-Omics Data Imbalanced Class Handling and Classification16 May 2024 0 repositories listed
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Dual-band feature selection for maturity classification of specialty crops by hyperspectral imaging16 May 2024 0 repositories listed
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Deep Learning in Earthquake Engineering: A Comprehensive Review15 May 2024 0 repositories listed
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Gradient Boosting Mapping for Dimensionality Reduction and Feature Extraction14 May 2024 0 repositories listed
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Neural Collapse Meets Differential Privacy: Curious Behaviors of NoisyGD with Near-perfect Representation Learning14 May 2024 0 repositories listed
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Sensitivity Analysis for Active Sampling, with Applications to the Simulation of Analog Circuits13 May 2024 0 repositories listed
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Distributional Reference Class Forecasting of Corporate Sales Growth With Multiple Reference Variables6 May 2024 0 repositories listed
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Generative adversarial learning with optimal input dimension and its adaptive generator architecture6 May 2024 0 repositories listed
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Nonnegative Matrix Factorization in Dimensionality Reduction: A Survey6 May 2024 0 repositories listed
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Scalable Amortized GPLVMs for Single Cell Transcriptomics Data6 May 2024 0 repositories listed
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GAD: A Real-time Gait Anomaly Detection System with Online Adaptive Learning4 May 2024 0 repositories listed
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TIPAA-SSL: Text Independent Phone-to-Audio Alignment based on Self-Supervised Learning and Knowledge Transfer3 May 2024 0 repositories listed
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Utilizing Machine Learning and 3D Neuroimaging to Predict Hearing Loss: A Comparative Analysis of Dimensionality Reduction and Regression Techniques30 Apr 2024 0 repositories listed
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Reduced-Rank Multi-objective Policy Learning and Optimization29 Apr 2024 0 repositories listed
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DIRESA, a distance-preserving nonlinear dimension reduction technique based on regularized autoencoders28 Apr 2024 0 repositories listed
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GARA: A novel approach to Improve Genetic Algorithms' Accuracy and Efficiency by Utilizing Relationships among Genes28 Apr 2024 0 repositories listed
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Dynamical Mode Recognition of Coupled Flame Oscillators by Supervised and Unsupervised Learning Approaches27 Apr 2024 0 repositories listed
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On the Road to Clarity: Exploring Explainable AI for World Models in a Driver Assistance System26 Apr 2024 0 repositories listed
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Using Neural Implicit Flow To Represent Latent Dynamics Of Canonical Systems26 Apr 2024 0 repositories listed
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Contextual Categorization Enhancement through LLMs Latent-Space25 Apr 2024 0 repositories listed
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Machine-Learned Closure of URANS for Stably Stratified Turbulence: Connecting Physical Timescales & Data Hyperparameters of Deep Time-Series Models24 Apr 2024 0 repositories listed
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Machine Learning for Pre/Post Flight UAV Rotor Defect Detection Using Vibration Analysis24 Apr 2024 0 repositories listed
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Iterative Cluster Harvesting for Wafer Map Defect Patterns23 Apr 2024 0 repositories listed
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Variational Bayesian surrogate modelling with application to robust design optimisation23 Apr 2024 0 repositories listed
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Explainable Light-Weight Deep Learning Pipeline for Improved Drought Stress Identification15 Apr 2024 0 repositories listed
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Formation-Controlled Dimensionality Reduction10 Apr 2024 0 repositories listed
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Dimensionality Reduction in Sentence Transformer Vector Databases with Fast Fourier Transform9 Apr 2024 0 repositories listed
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On Computational Modeling of Sleep-Wake Cycle8 Apr 2024 0 repositories listed
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Variational Bayesian Optimal Experimental Design with Normalizing Flows8 Apr 2024 0 repositories listed
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CAVIAR: Categorical-Variable Embeddings for Accurate and Robust Inference7 Apr 2024 0 repositories listed
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Low-Rank Robust Subspace Tensor Clustering for Metro Passenger Flow Modeling5 Apr 2024 0 repositories listed
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Human Activity Recognition using Smartphones3 Apr 2024 0 repositories listed
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Non-negative Subspace Feature Representation for Few-shot Learning in Medical Imaging3 Apr 2024 0 repositories listed
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Learning Intersections of Halfspaces with Distribution Shift: Improved Algorithms and SQ Lower Bounds2 Apr 2024 0 repositories listed
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On the reduction of Linear Parameter-Varying State-Space models2 Apr 2024 0 repositories listed
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Comparison of Methods in Skin Pigment Decomposition31 Mar 2024 0 repositories listed
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Nonparametric Bellman Mappings for Reinforcement Learning: Application to Robust Adaptive Filtering29 Mar 2024 0 repositories listed
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Evaluating Explanatory Capabilities of Machine Learning Models in Medical Diagnostics: A Human-in-the-Loop Approach28 Mar 2024 0 repositories listed
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Implementation of the Principal Component Analysis onto High-Performance Computer Facilities for Hyperspectral Dimensionality Reduction: Results and Comparisons27 Mar 2024 0 repositories listed
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Representatividad Muestral en la Incertidumbre Simétrica Multivariada para la Selección de Atributos27 Mar 2024 0 repositories listed
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Uncovering Temporal Patterns in Visualizations of High-Dimensional Data27 Mar 2024 0 repositories listed
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FedAC: An Adaptive Clustered Federated Learning Framework for Heterogeneous Data25 Mar 2024 0 repositories listed
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Boarding for ISS: Imbalanced Self-Supervised: Discovery of a Scaled Autoencoder for Mixed Tabular Datasets23 Mar 2024 0 repositories listed
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A Wasserstein perspective of Vanilla GANs22 Mar 2024 0 repositories listed
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Frequency-dependent covariance reveals critical spatio-temporal patterns of synchronized activity in the human brain22 Mar 2024 0 repositories listed
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Infrastructure-Assisted Collaborative Perception in Automated Valet Parking: A Safety Perspective22 Mar 2024 0 repositories listed
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Multiple-Input Auto-Encoder Guided Feature Selection for IoT Intrusion Detection Systems22 Mar 2024 0 repositories listed
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Text Clustering with Large Language Model Embeddings22 Mar 2024 0 repositories listed
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Evaluating Unsupervised Dimensionality Reduction Methods for Pretrained Sentence Embeddings20 Mar 2024 0 repositories listed
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Temporally-Consistent Koopman Autoencoders for Forecasting Dynamical Systems19 Mar 2024 0 repositories listed
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Enhancing IoT Security Against DDoS Attacks through Federated Learning16 Mar 2024 0 repositories listed
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Graph Regularized NMF with L20-norm for Unsupervised Feature Learning16 Mar 2024 0 repositories listed
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Randomized Principal Component Analysis for Hyperspectral Image Classification14 Mar 2024 0 repositories listed
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Efficiently Computing Similarities to Private Datasets13 Mar 2024 0 repositories listed
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Nonlinear Manifold Learning Determines Microgel Size from Raman Spectroscopy13 Mar 2024 0 repositories listed
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A Multimodal Intermediate Fusion Network with Manifold Learning for Stress Detection12 Mar 2024 0 repositories listed
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Signed graphs in data sciences via communicability geometry12 Mar 2024 0 repositories listed
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Supervised Time Series Classification for Anomaly Detection in Subsea Engineering12 Mar 2024 0 repositories listed
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Towards a Dynamic Future with Adaptable Computing and Network Convergence (ACNC)12 Mar 2024 0 repositories listed
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tLaSDI: Thermodynamics-informed latent space dynamics identification9 Mar 2024 0 repositories listed
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An Adaptive Dimension Reduction Estimation Method for High-dimensional Bayesian Optimization8 Mar 2024 0 repositories listed
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A mechanism-driven reinforcement learning framework for shape optimization of airfoils7 Mar 2024 0 repositories listed
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Black-Box k-to-1-PCA Reductions: Theory and Applications6 Mar 2024 0 repositories listed
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Explaining Genetic Programming Trees using Large Language Models6 Mar 2024 0 repositories listed
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Density-based Isometric Mapping4 Mar 2024 0 repositories listed
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Permutation invariant functions: statistical tests, density estimation, and computationally efficient embedding4 Mar 2024 0 repositories listed
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Hyperspectral Image Analysis in Single-Modal and Multimodal setting using Deep Learning Techniques3 Mar 2024 0 repositories listed
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ELA: Efficient Local Attention for Deep Convolutional Neural Networks2 Mar 2024 0 repositories listed
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Γ-VAE: Curvature regularized variational autoencoders for uncovering emergent low dimensional geometric structure in high dimensional data2 Mar 2024 0 repositories listed
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Dimensionality reduction techniques to support insider trading detection1 Mar 2024 0 repositories listed
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Policy Optimization for PDE Control with a Warm Start1 Mar 2024 0 repositories listed
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Physics-Informed Machine Learning for Seismic Response Prediction OF Nonlinear Steel Moment Resisting Frame Structures28 Feb 2024 0 repositories listed
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A Multi-Fidelity Methodology for Reduced Order Models with High-Dimensional Inputs26 Feb 2024 0 repositories listed
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Quick unsupervised hyperspectral dimensionality reduction for earth observation: a comparison26 Feb 2024 0 repositories listed
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Feature Selection Based on Orthogonal Constraints and Polygon Area25 Feb 2024 0 repositories listed