Browse State-of-the-Art › Dimensionality Reduction › Papers, page 15

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 15 of 34: papers 1,401 to 1,500 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.

• Mori-Zwanzig latent space Koopman closure for nonlinear autoencoder
  16 Oct 2023 0 repositories listed
• When Collaborative Filtering is not Collaborative: Unfairness of PCA for Recommendations
  15 Oct 2023 0 repositories listed
• Electrical Grid Anomaly Detection via Tensor Decomposition
  12 Oct 2023 0 repositories listed
• Accelerating Vision Transformers Based on Heterogeneous Attention Patterns
  11 Oct 2023 0 repositories listed
• Jaeger: A Concatenation-Based Multi-Transformer VQA Model
  11 Oct 2023 0 repositories listed
• Multiview Transformer: Rethinking Spatial Information in Hyperspectral Image Classification
  11 Oct 2023 0 repositories listed
• Human-in-the-loop: The future of Machine Learning in Automated Electron Microscopy
  8 Oct 2023 0 repositories listed
• Hybrid Quantum-Classical Machine Learning for Sentiment Analysis
  8 Oct 2023 0 repositories listed
• A Process for Topic Modelling Via Word Embeddings
  6 Oct 2023 0 repositories listed
• Deep learning modelling of manufacturing and build variations on multi-stage axial compressors aerodynamics
  6 Oct 2023 0 repositories listed
• Demystifying Embedding Spaces using Large Language Models
  6 Oct 2023 0 repositories listed
• Risk factor aggregation and stress testing
  6 Oct 2023 0 repositories listed
• Deep Variational Multivariate Information Bottleneck -- A Framework for Variational Losses
  5 Oct 2023 0 repositories listed
• History Matching for Geological Carbon Storage using Data-Space Inversion with Spatio-Temporal Data Parameterization
  5 Oct 2023 0 repositories listed
• Interpolating between Clustering and Dimensionality Reduction with Gromov-Wasserstein
  5 Oct 2023 0 repositories listed
• Simultaneous Dimensionality Reduction: A Data Efficient Approach for Multimodal Representations Learning
  5 Oct 2023 0 repositories listed
• Randomized Dimension Reduction with Statistical Guarantees
  3 Oct 2023 0 repositories listed
• Latent Dynamic Networked System Identification with High-Dimensional Networked Data
  29 Sep 2023 0 repositories listed
• Statistical physics, Bayesian inference and neural information processing
  29 Sep 2023 0 repositories listed
• On the Power of SVD in the Stochastic Block Model
  27 Sep 2023 0 repositories listed
• Matrix Factorization in Tropical and Mixed Tropical-Linear Algebras
  25 Sep 2023 0 repositories listed
• Only 5% Attention Is All You Need: Efficient Long-range Document-level Neural Machine Translation
  25 Sep 2023 0 repositories listed
• Robust Principal Component Analysis using Density Power Divergence
  24 Sep 2023 0 repositories listed
• CA-PCA: Manifold Dimension Estimation, Adapted for Curvature
  23 Sep 2023 0 repositories listed
• Elastic deep autoencoder for text embedding clustering by an improved graph regularization
  23 Sep 2023 0 repositories listed
• Analysing race and sex bias in brain age prediction
  19 Sep 2023 0 repositories listed
• Asteroids co-orbital motion classification based on Machine Learning
  19 Sep 2023 0 repositories listed
• Interactive Distillation of Large Single-Topic Corpora of Scientific Papers
  19 Sep 2023 0 repositories listed
• Metastatic Breast Cancer Prognostication Through Multimodal Integration of Dimensionality Reduction Algorithms and Classification Algorithms
  19 Sep 2023 0 repositories listed
• Noise-Augmented Boruta: The Neural Network Perturbation Infusion with Boruta Feature Selection
  18 Sep 2023 0 repositories listed
• On the Use of the Kantorovich-Rubinstein Distance for Dimensionality Reduction
  18 Sep 2023 0 repositories listed
• Bridging Dense and Sparse Maximum Inner Product Search
  16 Sep 2023 0 repositories listed
• Directed Scattering for Knowledge Graph-based Cellular Signaling Analysis
  14 Sep 2023 0 repositories listed
• Massively-Parallel Heat Map Sorting and Applications To Explainable Clustering
  14 Sep 2023 0 repositories listed
• Gpachov at CheckThat! 2023: A Diverse Multi-Approach Ensemble for Subjectivity Detection in News Articles
  13 Sep 2023 0 repositories listed
• Latent Representation and Simulation of Markov Processes via Time-Lagged Information Bottleneck
  13 Sep 2023 0 repositories listed
• LInKs "Lifting Independent Keypoints" -- Partial Pose Lifting for Occlusion Handling with Improved Accuracy in 2D-3D Human Pose Estimation
  13 Sep 2023 0 repositories listed
• BDEC:Brain Deep Embedded Clustering model
  12 Sep 2023 0 repositories listed
• Compressive Mahalanobis Metric Learning Adapts to Intrinsic Dimension
  11 Sep 2023 0 repositories listed
• Data efficiency, dimensionality reduction, and the generalized symmetric information bottleneck
  11 Sep 2023 0 repositories listed
• Robust Nonlinear Reduced-Order Model Predictive Control
  11 Sep 2023 0 repositories listed
• Non-linear dimension reduction in factor-augmented vector autoregressions
  9 Sep 2023 0 repositories listed
• GroupEnc: encoder with group loss for global structure preservation
  6 Sep 2023 0 repositories listed
• Information Processing by Neuron Populations in the Central Nervous System: Mathematical Structure of Data and Operations
  5 Sep 2023 0 repositories listed
• Design of Recognition and Evaluation System for Table Tennis Players' Motor Skills Based on Artificial Intelligence
  4 Sep 2023 0 repositories listed
• Online Adaptive Mahalanobis Distance Estimation
  2 Sep 2023 0 repositories listed
• Why do universal adversarial attacks work on large language models?: Geometry might be the answer
  1 Sep 2023 0 repositories listed
• Dimensionality Reduction Using pseudo-Boolean polynomials For Cluster Analysis
  29 Aug 2023 0 repositories listed
• Sparse Models for Machine Learning
  26 Aug 2023 0 repositories listed
• Is Deep Learning Network Necessary for Image Generation?
  25 Aug 2023 0 repositories listed
• The Potential of Quantum Techniques for Stock Price Prediction
  25 Aug 2023 0 repositories listed
• Free Lunch for Gait Recognition: A Novel Relation Descriptor
  22 Aug 2023 0 repositories listed
• BERT4CTR: An Efficient Framework to Combine Pre-trained Language Model with Non-textual Features for CTR Prediction
  17 Aug 2023 0 repositories listed
• An Empirical Study on Fault Detection and Root Cause Analysis of Indium Tin Oxide Electrodes by Processing S-parameter Patterns
  16 Aug 2023 0 repositories listed
• Gaussian Image Anomaly Detection with Greedy Eigencomponent Selection
  9 Aug 2023 0 repositories listed
• Deep Learning Architecture for Motor Imaged Words
  8 Aug 2023 0 repositories listed
• Generative Models for Anomaly Detection and Design-Space Dimensionality Reduction in Shape Optimization
  8 Aug 2023 0 repositories listed
• Machine Learning, Deep Learning and Data Preprocessing Techniques for Detection, Prediction, and Monitoring of Stress and Stress-related Mental Disorders: A Scoping Review
  8 Aug 2023 0 repositories listed
• Visualization of Extremely Sparse Contingency Table by Taxicab Correspondence Analysis: A Case Study of Textual Data
  6 Aug 2023 0 repositories listed
• Flashlight Search Medial Axis: A Pixel-Free Pore-Network Extraction Algorithm
  5 Aug 2023 0 repositories listed
• Fast and Accurate Reduced-Order Modeling of a MOOSE-based Additive Manufacturing Model with Operator Learning
  4 Aug 2023 0 repositories listed
• Decomposing and Coupling Saliency Map for Lesion Segmentation in Ultrasound Images
  2 Aug 2023 0 repositories listed
• Regular Variation in Hilbert Spaces and Principal Component Analysis for Functional Extremes
  2 Aug 2023 0 repositories listed
• LaplaceConfidence: a Graph-based Approach for Learning with Noisy Labels
  31 Jul 2023 0 repositories listed
• SAP-sLDA: An Interpretable Interface for Exploring Unstructured Text
  28 Jul 2023 0 repositories listed
• Heuristic Hyperparameter Choice for Image Anomaly Detection
  20 Jul 2023 0 repositories listed
• On Optimality in ROVir
  20 Jul 2023 0 repositories listed
• Improving Surrogate Model Robustness to Perturbations for Dynamical Systems Through Machine Learning and Data Assimilation
  19 Jul 2023 0 repositories listed
• Two Approaches to Supervised Image Segmentation
  19 Jul 2023 0 repositories listed
• Company2Vec -- German Company Embeddings based on Corporate Websites
  18 Jul 2023 0 repositories listed
• Extreme heatwave sampling and prediction with analog Markov chain and comparisons with deep learning
  18 Jul 2023 0 repositories listed
• Benchmarking the Effectiveness of Classification Algorithms and SVM Kernels for Dry Beans
  15 Jul 2023 0 repositories listed
• Functional PCA and Deep Neural Networks-based Bayesian Inverse Uncertainty Quantification with Transient Experimental Data
  10 Jul 2023 0 repositories listed
• On Sufficient Graphical Models
  10 Jul 2023 0 repositories listed
• Bayesian tomography using polynomial chaos expansion and deep generative networks
  9 Jul 2023 0 repositories listed
• Differential Privacy for Clustering Under Continual Observation
  7 Jul 2023 0 repositories listed
• Principal subbundles for dimension reduction
  6 Jul 2023 0 repositories listed
• Distance Preserving Machine Learning for Uncertainty Aware Accelerator Capacitance Predictions
  5 Jul 2023 0 repositories listed
• Wasserstein Auto-Encoders of Merge Trees (and Persistence Diagrams)
  5 Jul 2023 0 repositories listed
• Supervised Manifold Learning via Random Forest Geometry-Preserving Proximities
  3 Jul 2023 0 repositories listed
• Learning Environment Models with Continuous Stochastic Dynamics
  29 Jun 2023 0 repositories listed
• Emulating the dynamics of complex systems using autoregressive models on manifolds (mNARX)
  28 Jun 2023 0 repositories listed
• Enhanced Neural Beamformer with Spatial Information for Target Speech Extraction
  28 Jun 2023 0 repositories listed
• Feature Selection: A perspective on inter-attribute cooperation
  28 Jun 2023 0 repositories listed
• Lightweight Modeling of User Context Combining Physical and Virtual Sensor Data
  28 Jun 2023 0 repositories listed
• Enhancing Representation Learning on High-Dimensional, Small-Size Tabular Data: A Divide and Conquer Method with Ensembled VAEs
  27 Jun 2023 0 repositories listed
• Learning Nonautonomous Systems via Dynamic Mode Decomposition
  27 Jun 2023 0 repositories listed
• Factor-augmented sparse MIDAS regressions with an application to nowcasting
  23 Jun 2023 0 repositories listed
• Relating tSNE and UMAP to Classical Dimensionality Reduction
  20 Jun 2023 0 repositories listed
• Application of Deep Learning for Predictive Maintenance of Oilfield Equipment
  19 Jun 2023 0 repositories listed
• Nonlinear Feature Aggregation: Two Algorithms driven by Theory
  19 Jun 2023 0 repositories listed
• Vision Transformer with Attention Map Hallucination and FFN Compaction
  19 Jun 2023 0 repositories listed
• Linearly-scalable learning of smooth low-dimensional patterns with permutation-aided entropic dimension reduction
  17 Jun 2023 0 repositories listed
• Enhanced Sampling with Machine Learning: A Review
  15 Jun 2023 0 repositories listed
• Fault Detection in Induction Motors using Functional Dimensionality Reduction Methods
  14 Jun 2023 0 repositories listed
• On Selecting Distance Metrics in n-Dimensional Normed Vector Spaces of Cells: A Novel Criterion and Similarity Measure Towards Efficient and Accurate Omics Analysis
  13 Jun 2023 0 repositories listed
• Deep denoising autoencoder-based non-invasive blood flow detection for arteriovenous fistula
  12 Jun 2023 0 repositories listed
• G-invariant diffusion maps
  12 Jun 2023 0 repositories listed
• On building machine learning pipelines for Android malware detection: a procedural survey of practices, challenges and opportunities
  12 Jun 2023 0 repositories listed
• A Normalized Bottleneck Distance on Persistence Diagrams and Homology Preservation under Dimension Reduction
  11 Jun 2023 0 repositories listed