Browse State-of-the-Art › Dimensionality Reduction › Papers, page 19

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 19 of 34: papers 1,801 to 1,900 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.

• Toward Unsupervised Test Scenario Extraction for Automated Driving Systems from Urban Naturalistic Road Traffic Data
  14 Feb 2022 0 repositories listed
• Fuzzy Pooling
  12 Feb 2022 0 repositories listed
• A Machine-Learning-Aided Visual Analysis Workflow for Investigating Air Pollution Data
  11 Feb 2022 0 repositories listed
• Visualising Multiplayer Game Spaces
  11 Feb 2022 0 repositories listed
• PCENet: High Dimensional Surrogate Modeling for Learning Uncertainty
  10 Feb 2022 0 repositories listed
• Multivariate Analysis for Multiple Network Data via Semi-Symmetric Tensor PCA
  9 Feb 2022 0 repositories listed
• A survey of unsupervised learning methods for high-dimensional uncertainty quantification in black-box-type problems
  9 Feb 2022 0 repositories listed
• Non-Linear Spectral Dimensionality Reduction Under Uncertainty
  9 Feb 2022 0 repositories listed
• Reducing Redundancy in the Bottleneck Representation of the Autoencoders
  9 Feb 2022 0 repositories listed
• A comprehensive survey on computational learning methods for analysis of gene expression data
  7 Feb 2022 0 repositories listed
• Distributionally Robust Fair Principal Components via Geodesic Descents
  7 Feb 2022 0 repositories listed
• A Comparison of Representation Learning Methods for Dimensionality Reduction of fMRI Scans for Classification of ADHD
  4 Feb 2022 0 repositories listed
• On Manifold Hypothesis: Hypersurface Submanifold Embedding Using Osculating Hyperspheres
  3 Feb 2022 0 repositories listed
• A selective review of sufficient dimension reduction for multivariate response regression
  2 Feb 2022 0 repositories listed
• A Probabilistic Graph Coupling View of Dimension Reduction
  31 Jan 2022 0 repositories listed
• Compactness Score: A Fast Filter Method for Unsupervised Feature Selection
  31 Jan 2022 0 repositories listed
• Fusion of PCA and Segmented-PCA Domain Multiscale 2-D-SSA for Effective Spectral-Spatial Feature Extraction and Data Classification in Hyperspectral Imagery
  31 Jan 2022 0 repositories listed
• Sparse Centroid-Encoder: A Nonlinear Model for Feature Selection
  30 Jan 2022 0 repositories listed
• 2D+3D facial expression recognition via embedded tensor manifold regularization
  29 Jan 2022 0 repositories listed
• Long-time prediction of nonlinear parametrized dynamical systems by deep learning-based reduced order models
  25 Jan 2022 0 repositories listed
• Semi-Supervised Quantile Estimation: Robust and Efficient Inference in High Dimensional Settings
  25 Jan 2022 0 repositories listed
• Spectral, Probabilistic, and Deep Metric Learning: Tutorial and Survey
  23 Jan 2022 0 repositories listed
• Capture Agent Free Biosensing using Porous Silicon Arrays and Machine Learning
  22 Jan 2022 0 repositories listed
• Knowledge Base Index Compression via Dimensionality and Precision Reduction
  16 Jan 2022 0 repositories listed
• Systematic analysis reveals key microRNAs as diagnostic and prognostic factors in progressive stages of lung cancer
  14 Jan 2022 0 repositories listed
• An Introduction to Autoencoders
  11 Jan 2022 0 repositories listed
• Feature Space Hijacking Attacks against Differentially Private Split Learning
  11 Jan 2022 0 repositories listed
• Discriminant Analysis in Contrasting Dimensions for Polycystic Ovary Syndrome Prognostication
  9 Jan 2022 0 repositories listed
• Unsupervised Machine Learning for Exploratory Data Analysis of Exoplanet Transmission Spectra
  7 Jan 2022 0 repositories listed
• Machine-Learning the Classification of Spacetimes
  5 Jan 2022 0 repositories listed
• Modelling matrix time series via a tensor CP-decomposition
  31 Dec 2021 0 repositories listed
• Dimensionality reduction for prediction: Application to Bitcoin and Ethereum
  30 Dec 2021 0 repositories listed
• Exact Post-selection Inference For Tracking S&P500
  29 Dec 2021 0 repositories listed
• Nonnegative OPLS for Supervised Design of Filter Banks: Application to Image and Audio Feature Extraction
  22 Dec 2021 0 repositories listed
• Artificial Intelligence and Dimensionality Reduction: Tools for approaching future communications
  20 Dec 2021 0 repositories listed
• Manifold learning via quantum dynamics
  20 Dec 2021 0 repositories listed
• Supervised Multivariate Learning with Simultaneous Feature Auto-grouping and Dimension Reduction
  17 Dec 2021 0 repositories listed
• Risk and optimal policies in bandit experiments
  13 Dec 2021 0 repositories listed
• Robust factored principal component analysis for matrix-valued outlier accommodation and detection
  13 Dec 2021 0 repositories listed
• Reducing Catastrophic Forgetting in Self Organizing Maps with Internally-Induced Generative Replay
  9 Dec 2021 0 repositories listed
• A Cross Entropy test allows quantitative statistical comparison of t-SNE and UMAP representations
  8 Dec 2021 0 repositories listed
• Learnable Faster Kernel-PCA for Nonlinear Fault Detection: Deep Autoencoder-Based Realization
  8 Dec 2021 0 repositories listed
• Nested Hyperbolic Spaces for Dimensionality Reduction and Hyperbolic NN Design
  3 Dec 2021 0 repositories listed
• Joint Characterization of the Cryospheric Spectral Feature Space
  2 Dec 2021 0 repositories listed
• Dimensionality Reduction for Categorical Data
  1 Dec 2021 0 repositories listed
• CO-SNE: Dimensionality Reduction and Visualization for Hyperbolic Data
  30 Nov 2021 0 repositories listed
• Data-independent Low-complexity KLT Approximations for Image and Video Coding
  28 Nov 2021 0 repositories listed
• Low-complexity Rounded KLT Approximation for Image Compression
  28 Nov 2021 0 repositories listed
• Generative Adversarial Networks and Adversarial Autoencoders: Tutorial and Survey
  26 Nov 2021 0 repositories listed
• An Attack on Facial Soft-biometric Privacy Enhancement
  24 Nov 2021 0 repositories listed
• The Diversity Metrics of Sub-models based on SVD of Jacobians for Ensembles Adversarial Robustness
  22 Nov 2021 0 repositories listed
• Feature selection or extraction decision process for clustering using PCA and FRSD
  20 Nov 2021 0 repositories listed
• Gaussian Determinantal Processes: a new model for directionality in data
  19 Nov 2021 0 repositories listed
• A Data Quarantine Model to Secure Data in Edge Computing
  15 Nov 2021 0 repositories listed
• ELBD: Efficient score algorithm for feature selection on latent variables of VAE
  15 Nov 2021 0 repositories listed
• Three-body renormalization group limit cycles based on unsupervised feature learning
  15 Nov 2021 0 repositories listed
• Efficient Binary Embedding of Categorical Data using BinSketch
  13 Nov 2021 0 repositories listed
• Speech Emotion Recognition Using Deep Sparse Auto-Encoder Extreme Learning Machine with a New Weighting Scheme and Spectro-Temporal Features Along with Classical Feature Selection and A New Quantum-Inspired Dimension Reduction Method
  13 Nov 2021 0 repositories listed
• Active Linear Regression for ℓₚ Norms and Beyond
  9 Nov 2021 0 repositories listed
• High Performance Out-of-sample Embedding Techniques for Multidimensional Scaling
  7 Nov 2021 0 repositories listed
• ExClus: Explainable Clustering on Low-dimensional Data Representations
  4 Nov 2021 0 repositories listed
• Real-time Wireless Transmitter Authorization: Adapting to Dynamic Authorized Sets with Information Retrieval
  4 Nov 2021 0 repositories listed
• The Powerful Use of AI in the Energy Sector: Intelligent Forecasting
  3 Nov 2021 0 repositories listed
• Sensitivity Analysis for Causal Mediation through Text: an Application to Political Polarization
  1 Nov 2021 0 repositories listed
• Data-driven Uncertainty Quantification in Computational Human Head Models
  29 Oct 2021 0 repositories listed
• PEDENet: Image Anomaly Localization via Patch Embedding and Density Estimation
  29 Oct 2021 0 repositories listed
• Adaptive Weighted Multi-View Clustering
  25 Oct 2021 0 repositories listed
• Merging Two Cultures: Deep and Statistical Learning
  22 Oct 2021 0 repositories listed
• Autonomous Dimension Reduction by Flattening Deformation of Data Manifold under an Intrinsic Deforming Field
  21 Oct 2021 0 repositories listed
• Improving Channel Charting using a Split Triplet Loss and an Inertial Regularizer
  21 Oct 2021 0 repositories listed
• Computational Graph Completion
  20 Oct 2021 0 repositories listed
• Empowering General-purpose User Representation with Full-life Cycle Behavior Modeling
  20 Oct 2021 0 repositories listed
• A Dimensionality Reduction Approach for Convolutional Neural Networks
  18 Oct 2021 0 repositories listed
• Dimensionality Reduction for Wasserstein Barycenter
  18 Oct 2021 0 repositories listed
• Sufficient Dimension Reduction for High-Dimensional Regression and Low-Dimensional Embedding: Tutorial and Survey
  18 Oct 2021 0 repositories listed
• Compression-aware Projection with Greedy Dimension Reduction for Convolutional Neural Network Activations
  17 Oct 2021 0 repositories listed
• Persuasion by Dimension Reduction
  17 Oct 2021 0 repositories listed
• Data-driven intrinsic localized mode detection and classification in one-dimensional crystal lattice model
  15 Oct 2021 0 repositories listed
• SGEN: Single-cell Sequencing Graph Self-supervised Embedding Network
  15 Oct 2021 0 repositories listed
• Unsupervised Data-Driven Nuclei Segmentation For Histology Images
  14 Oct 2021 0 repositories listed
• End-to-end translation of human neural activity to speech with a dual-dual generative adversarial network
  13 Oct 2021 0 repositories listed
• Incremental Ensemble Gaussian Processes
  13 Oct 2021 0 repositories listed
• Newer is not always better: Rethinking transferability metrics, their peculiarities, stability and performance
  13 Oct 2021 0 repositories listed
• Domain Generalization via Domain-based Covariance Minimization
  12 Oct 2021 0 repositories listed
• Label scarcity in biomedicine: Data-rich latent factor discovery enhances phenotype prediction
  12 Oct 2021 0 repositories listed
• EnsembleNTLDetect: An Intelligent Framework for Electricity Theft Detection in Smart Grid
  9 Oct 2021 0 repositories listed
• Cognitive Coding of Speech
  8 Oct 2021 0 repositories listed
• AgFlow: Fast Model Selection of Penalized PCA via Implicit Regularization Effects of Gradient Flow
  7 Oct 2021 0 repositories listed
• Advancing the dimensionality reduction of speaker embeddings for speaker diarisation: disentangling noise and informing speech activity
  7 Oct 2021 0 repositories listed
• T-SNE Is Not Optimized to Reveal Clusters in Data
  6 Oct 2021 0 repositories listed
• Classification of high-dimensional data with spiked covariance matrix structure
  5 Oct 2021 0 repositories listed
• Efficient GPU implementation of randomized SVD and its applications
  5 Oct 2021 0 repositories listed
• On the Correspondence between Gaussian Processes and Geometric Harmonics
  5 Oct 2021 0 repositories listed
• DenDrift: A Drift-Aware Algorithm for Host Profiling
  4 Oct 2021 0 repositories listed
• Pharmacoprint -- a combination of pharmacophore fingerprint and artificial intelligence as a tool for computer-aided drug design
  4 Oct 2021 0 repositories listed
• Robust Linear Classification from Limited Training Data
  4 Oct 2021 0 repositories listed
• Dimension Reduction for Fréchet Regression
  1 Oct 2021 0 repositories listed
• Visual Cluster Separation Using High-Dimensional Sharpened Dimensionality Reduction
  1 Oct 2021 0 repositories listed
• Weight Vector Tuning and Asymptotic Analysis of Binary Linear Classifiers
  1 Oct 2021 0 repositories listed
• A Study of Feature Selection and Extraction Algorithms for Cancer Subtype Prediction
  29 Sep 2021 0 repositories listed