Browse State-of-the-Art › Dimensionality Reduction › Papers, page 14

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 14 of 34: papers 1,301 to 1,400 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.

• Inference for Regression with Variables Generated by AI or Machine Learning
  23 Feb 2024 0 repositories listed
• Non-Contact Acquisition of PPG Signal using Chest Movement-Modulated Radio Signals
  22 Feb 2024 0 repositories listed
• A Two-Stage Dual-Path Framework for Text Tampering Detection and Recognition
  21 Feb 2024 0 repositories listed
• Discovering Behavioral Modes in Deep Reinforcement Learning Policies Using Trajectory Clustering in Latent Space
  20 Feb 2024 0 repositories listed
• Training Artificial Neural Networks by Coordinate Search Algorithm
  20 Feb 2024 0 repositories listed
• An enhanced Teaching-Learning-Based Optimization (TLBO) with Grey Wolf Optimizer (GWO) for text feature selection and clustering
  19 Feb 2024 0 repositories listed
• Neuro-mimetic Task-free Unsupervised Online Learning with Continual Self-Organizing Maps
  19 Feb 2024 0 repositories listed
• Evaluating the Stability of Deep Learning Latent Feature Spaces
  17 Feb 2024 0 repositories listed
• Fast Data-driven Greedy Sensor Selection for Ridge Regression
  16 Feb 2024 0 repositories listed
• Combating Financial Crimes with Unsupervised Learning Techniques: Clustering and Dimensionality Reduction for Anti-Money Laundering
  14 Feb 2024 0 repositories listed
• SAGMAN: Stability Analysis of Graph Neural Networks on the Manifolds
  13 Feb 2024 0 repositories listed
• Injecting Wiktionary to improve token-level contextual representations using contrastive learning
  12 Feb 2024 0 repositories listed
• Understanding Deep Learning defenses Against Adversarial Examples Through Visualizations for Dynamic Risk Assessment
  12 Feb 2024 0 repositories listed
• You can monitor your hydration level using your smartphone camera
  12 Feb 2024 0 repositories listed
• Simple, unified analysis of Johnson-Lindenstrauss with applications
  10 Feb 2024 0 repositories listed
• Dimensionality reduction can be used as a surrogate model for high-dimensional forward uncertainty quantification
  7 Feb 2024 0 repositories listed
• Multilinear Kernel Regression and Imputation via Manifold Learning
  6 Feb 2024 0 repositories listed
• PQMass: Probabilistic Assessment of the Quality of Generative Models using Probability Mass Estimation
  6 Feb 2024 0 repositories listed Syntology 8 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 2 honoured, 0 violated, 0 with no contract checked; 6 where Syntology's instrument failed) · 2 unverified (of 10 harvested samples)
• On Minimum Trace Factor Analysis - An Old Song Sung to a New Tune
  4 Feb 2024 0 repositories listed
• Distributional Reduction: Unifying Dimensionality Reduction and Clustering with Gromov-Wasserstein
  3 Feb 2024 0 repositories listed
• Multi-modal Representation Learning for Cross-modal Prediction of Continuous Weather Patterns from Discrete Low-Dimensional Data
  30 Jan 2024 0 repositories listed
• Run-to-Run Control With Bayesian Optimization for Soft Landing of Short-Stroke Reluctance Actuators
  24 Jan 2024 0 repositories listed
• Accelerating hyperbolic t-SNE
  23 Jan 2024 0 repositories listed
• Iterated Relevance Matrix Analysis (IRMA) for the identification of class-discriminative subspaces
  23 Jan 2024 0 repositories listed
• Full-dimensional characterisation of time-warped spike-time stimulus-response distribution geometries
  22 Jan 2024 0 repositories listed
• Machine learning-based network intrusion detection for big and imbalanced data using oversampling, stacking feature embedding and feature extraction
  22 Jan 2024 0 repositories listed
• Transfer learning-assisted inverse modeling in nanophotonics based on mixture density networks
  21 Jan 2024 0 repositories listed
• Automatic dimensionality reduction of Twin-in-the-Loop Observers
  18 Jan 2024 0 repositories listed
• Comprehensive OOD Detection Improvements
  18 Jan 2024 0 repositories listed
• Content-Aware Tweet Location Inference using Quadtree Spatial Partitioning and Jaccard-Cosine Word Embedding
  16 Jan 2024 0 repositories listed
• Differentially Private Sliced Inverse Regression: Minimax Optimality and Algorithm
  16 Jan 2024 0 repositories listed
• Mobile Contactless Palmprint Recognition: Use of Multiscale, Multimodel Embeddings
  16 Jan 2024 0 repositories listed
• Sparse PCA with False Discovery Rate Controlled Variable Selection
  16 Jan 2024 0 repositories listed
• Semantic-Preserving Feature Partitioning for Multi-View Ensemble Learning
  11 Jan 2024 0 repositories listed
• Empirical Analysis of Anomaly Detection on Hyperspectral Imaging Using Dimension Reduction Methods
  9 Jan 2024 0 repositories listed
• Dynamic and Memory-efficient Shape Based Methodologies for User Type Identification in Smart Grid Applications
  7 Jan 2024 0 repositories listed
• Nonlinear functional regression by functional deep neural network with kernel embedding
  5 Jan 2024 0 repositories listed
• Scalable manifold learning by uniform landmark sampling and constrained locally linear embedding
  2 Jan 2024 0 repositories listed
• A Novel method for Schizophrenia classification using nonlinear features and neural networks
  30 Dec 2023 0 repositories listed
• ANALYTiC: Understanding Decision Boundaries and Dimensionality Reduction in Machine Learning
  29 Dec 2023 0 repositories listed
• Agnostically Learning Multi-index Models with Queries
  27 Dec 2023 0 repositories listed
• Comparative Analysis of Radiomic Features and Gene Expression Profiles in Histopathology Data Using Graph Neural Networks
  25 Dec 2023 0 repositories listed
• Efficient Estimation of the Central Mean Subspace via Smoothed Gradient Outer Products
  24 Dec 2023 0 repositories listed
• Nowcasting Madagascar's real GDP using machine learning algorithms
  24 Dec 2023 0 repositories listed
• Deep Learning for Efficient GWAS Feature Selection
  22 Dec 2023 0 repositories listed
• Augment on Manifold: Mixup Regularization with UMAP
  20 Dec 2023 0 repositories listed
• Convergence Visualizer of Decentralized Federated Distillation with Reduced Communication Costs
  19 Dec 2023 0 repositories listed
• A Powerful Face Preprocessing For Robust Kinship Verification based Tensor Analyses
  18 Dec 2023 0 repositories listed
• Language-Assisted 3D Scene Understanding
  18 Dec 2023 0 repositories listed
• Unsupervised Learning for Fault Detection of HVAC Systems: An OPTICS -based Approach for Terminal Air Handling Units
  18 Dec 2023 0 repositories listed
• A new method color MS-BSIF Features learning for the robust kinship verification
  16 Dec 2023 0 repositories listed
• Exploring UMAP in hybrid models of entropy-based and representativeness sampling for active learning in biomedical segmentation
  16 Dec 2023 0 repositories listed
• Automated detection of Zika and dengue in Aedes aegypti using neural spiking analysis
  14 Dec 2023 0 repositories listed
• High-Dimensional Bayesian Optimisation with Large-Scale Constraints -- An Application to Aeroelastic Tailoring
  14 Dec 2023 0 repositories listed
• RdimKD: Generic Distillation Paradigm by Dimensionality Reduction
  14 Dec 2023 0 repositories listed
• Expand-and-Quantize: Unsupervised Semantic Segmentation Using High-Dimensional Space and Product Quantization
  12 Dec 2023 0 repositories listed
• Federated Multilinear Principal Component Analysis with Applications in Prognostics
  11 Dec 2023 0 repositories listed
• A quantitative fusion strategy of stock picking and timing based on Particle Swarm Optimized-Back Propagation Neural Network and Multivariate Gaussian-Hidden Markov Model
  10 Dec 2023 0 repositories listed
• Economic Forecasts Using Many Noises
  9 Dec 2023 0 repositories listed
• A Robust and Efficient Boundary Point Detection Method by Measuring Local Direction Dispersion
  7 Dec 2023 0 repositories listed
• A Masked Pruning Approach for Dimensionality Reduction in Communication-Efficient Federated Learning Systems
  6 Dec 2023 0 repositories listed
• Interpretability Illusions in the Generalization of Simplified Models
  6 Dec 2023 0 repositories listed
• Dimensionality Reduction and Dynamical Mode Recognition of Circular Arrays of Flame Oscillators Using Deep Neural Network
  5 Dec 2023 0 repositories listed
• Geometric Data-Driven Dimensionality Reduction in MPC with Guarantees
  5 Dec 2023 0 repositories listed
• Analysis and mining of low-carbon and energy-saving tourism data characteristics based on machine learning algorithm
  4 Dec 2023 0 repositories listed
• Relation between PLS and OLS regression in terms of the eigenvalue distribution of the regressor covariance matrix
  3 Dec 2023 0 repositories listed
• Defining Reference Sequences for Nocardia Species by Similarity and Clustering Analyses of 16S rRNA Gene Sequence Data
  29 Nov 2023 0 repositories listed
• Linear normalised hash function for clustering gene sequences and identifying reference sequences from multiple sequence alignments
  29 Nov 2023 0 repositories listed
• A Novel Deep Clustering Framework for Fine-Scale Parcellation of Amygdala Using dMRI Tractography
  25 Nov 2023 0 repositories listed
• Bridging Classical and Quantum Machine Learning: Knowledge Transfer From Classical to Quantum Neural Networks Using Knowledge Distillation
  23 Nov 2023 0 repositories listed
• Detection and Identification Accuracy of PCA-Accelerated Real-Time Processing of Hyperspectral Imagery
  23 Nov 2023 0 repositories listed
• Unsupervised Learning for Topological Classification of Transportation Networks
  23 Nov 2023 0 repositories listed
• Thinking Outside the Box: Orthogonal Approach to Equalizing Protected Attributes
  21 Nov 2023 0 repositories listed
• ODDR: Outlier Detection & Dimension Reduction Based Defense Against Adversarial Patches
  20 Nov 2023 0 repositories listed
• An Improved CNN-based Neural Network Model for Fruit Sugar Level Detection
  18 Nov 2023 0 repositories listed
• Bit Cipher -- A Simple yet Powerful Word Representation System that Integrates Efficiently with Language Models
  18 Nov 2023 0 repositories listed
• Classification Methods Based on Machine Learning for the Analysis of Fetal Health Data
  18 Nov 2023 0 repositories listed
• Handling Overlapping Asymmetric Datasets -- A Twice Penalized P-Spline Approach
  17 Nov 2023 0 repositories listed
• Utilizing VQ-VAE for End-to-End Health Indicator Generation in Predicting Rolling Bearing RUL
  17 Nov 2023 0 repositories listed
• Finding Real-World Orbital Motion Laws from Data
  16 Nov 2023 0 repositories listed
• From Pretext to Purpose: Batch-Adaptive Self-Supervised Learning
  16 Nov 2023 0 repositories listed
• Simple but Effective Unsupervised Classification for Specified Domain Images: A Case Study on Fungi Images
  15 Nov 2023 0 repositories listed
• High Dimensional Binary Choice Model with Unknown Heteroskedasticity or Instrumental Variables
  13 Nov 2023 0 repositories listed
• Cricket Player Profiling: Unraveling Strengths and Weaknesses Using Text Commentary Data
  12 Nov 2023 0 repositories listed
• Inference and Interference: The Role of Clipping, Pruning and Loss Landscapes in Differentially Private Stochastic Gradient Descent
  12 Nov 2023 0 repositories listed
• Covering Number of Real Algebraic Varieties and Beyond: Improved Bounds and Applications
  9 Nov 2023 0 repositories listed
• Perfecting Liquid-State Theories with Machine Intelligence
  9 Nov 2023 0 repositories listed
• Computing Approximate ℓₚ Sensitivities
  7 Nov 2023 0 repositories listed
• Manifold learning: what, how, and why
  7 Nov 2023 0 repositories listed
• 3-Dimensional residual neural architecture search for ultrasonic defect detection
  3 Nov 2023 0 repositories listed
• TailorMe: Self-Supervised Learning of an Anatomically Constrained Volumetric Human Shape Model
  3 Nov 2023 0 repositories listed
• Learning Collective Behaviors from Observation
  1 Nov 2023 0 repositories listed
• Deep Compressed Learning for 3D Seismic Inversion
  31 Oct 2023 0 repositories listed
• Gauge-optimal approximate learning for small data classification problems
  29 Oct 2023 0 repositories listed
• Low-Dimensional Gradient Helps Out-of-Distribution Detection
  26 Oct 2023 0 repositories listed
• Neural Stress Fields for Reduced-order Elastoplasticity and Fracture
  26 Oct 2023 0 repositories listed
• Instance-wise Linearization of Neural Network for Model Interpretation
  25 Oct 2023 0 repositories listed
• Nonlinear dimensionality reduction then and now: AIMs for dissipative PDEs in the ML era
  24 Oct 2023 0 repositories listed
• K-Nearest-Neighbors Induced Topological PCA for scRNA Sequence Data Analysis
  23 Oct 2023 0 repositories listed
• Noise-robust latent vector reconstruction in ptychography using deep generative models
  18 Oct 2023 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.