Browse State-of-the-Art › Dimensionality Reduction › Papers, page 26

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 26 of 34: papers 2,501 to 2,600 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.

• Minimum description length as an objective function for non-negative matrix factorization
  5 Feb 2019 0 repositories listed
• Riemannian optimization with a preconditioning scheme on the generalized Stiefel manifold
  5 Feb 2019 0 repositories listed
• A Tangent Distance Preserving Dimensionality Reduction Algorithm
  4 Feb 2019 0 repositories listed
• Higher-order Count Sketch: Dimensionality Reduction That Retains Efficient Tensor Operations
  31 Jan 2019 0 repositories listed
• Distinguishing between Normal and Cancer Cells Using Autoencoder Node Saliency
  30 Jan 2019 0 repositories listed
• Distributionally Robust and Multi-Objective Nonnegative Matrix Factorization
  30 Jan 2019 0 repositories listed
• Representation Transfer for Differentially Private Drug Sensitivity Prediction
  29 Jan 2019 0 repositories listed
• Diseño de un espacio semántico sobre la base de la Wikipedia. Una propuesta de análisis de la semántica latente para el idioma español
  28 Jan 2019 0 repositories listed
• Stochastic Linear Bandits with Hidden Low Rank Structure
  28 Jan 2019 0 repositories listed
• Comparing of Term Clustering Frameworks for Modular Ontology Learning
  25 Jan 2019 0 repositories listed
• Empowering individual trait prediction using interactions
  25 Jan 2019 0 repositories listed
• Computer Vision and Metrics Learning for Hypothesis Testing: An Application of Q-Q Plot for Normality Test
  23 Jan 2019 0 repositories listed
• Coupling the reduced-order model and the generative model for an importance sampling estimator
  23 Jan 2019 0 repositories listed
• A bi-partite generative model framework for analyzing and simulating large scale multiple discrete-continuous travel behaviour data
  18 Jan 2019 0 repositories listed
• Image retrieval method based on CNN and dimension reduction
  13 Jan 2019 0 repositories listed
• A witness function based construction of discriminative models using Hermite polynomials
  10 Jan 2019 0 repositories listed
• Transfer Representation Learning with TSK Fuzzy System
  9 Jan 2019 0 repositories listed
• FakeCatcher: Detection of Synthetic Portrait Videos using Biological Signals
  8 Jan 2019 0 repositories listed
• Performance prediction of data streams on high-performance architecture
  7 Jan 2019 0 repositories listed
• Randomized Tensor Ring Decomposition and Its Application to Large-scale Data Reconstruction
  7 Jan 2019 0 repositories listed
• Stochastic Approximation Algorithms for Principal Component Analysis
  7 Jan 2019 0 repositories listed
• Auto-weighted Mutli-view Sparse Reconstructive Embedding
  5 Jan 2019 0 repositories listed
• Active Learning with TensorBoard Projector
  3 Jan 2019 0 repositories listed
• Projecting "better than randomly": How to reduce the dimensionality of very large datasets in a way that outperforms random projections
  3 Jan 2019 0 repositories listed
• Trigonometric comparison measure: A feature selection method for text categorization
  2 Jan 2019 0 repositories listed
• Supervised Multiscale Dimension Reduction for Spatial Interaction Networks
  1 Jan 2019 0 repositories listed
• Exact Cluster Recovery via Classical Multidimensional Scaling
  31 Dec 2018 0 repositories listed
• Determining Principal Component Cardinality through the Principle of Minimum Description Length
  31 Dec 2018 0 repositories listed
• Bi-Linear Modeling of Data Manifolds for Dynamic-MRI Recovery
  27 Dec 2018 0 repositories listed
• Uncertainty Autoencoders: Learning Compressed Representations via Variational Information Maximization
  26 Dec 2018 0 repositories listed
• bigMap: Big Data Mapping with Parallelized t-SNE
  24 Dec 2018 0 repositories listed
• Group Preserving Label Embedding for Multi-Label Classification
  24 Dec 2018 0 repositories listed
• A determinantal point process for column subset selection
  23 Dec 2018 0 repositories listed
• Dimensionality Reduction of Hyperspectral Imagery Based on Spatial-spectral Manifold Learning
  22 Dec 2018 0 repositories listed
• Detecting the Trend in Musical Taste over the Decade -- A Novel Feature Extraction Algorithm to Classify Musical Content with Simple Features
  19 Dec 2018 0 repositories listed
• Deep Variational Sufficient Dimensionality Reduction
  18 Dec 2018 0 repositories listed
• A Low Effort Approach to Structured CNN Design Using PCA
  15 Dec 2018 0 repositories listed
• Extending classical surrogate modelling to high-dimensions through supervised dimensionality reduction: a data-driven approach
  15 Dec 2018 0 repositories listed
• A Tutorial on Distance Metric Learning: Mathematical Foundations, Algorithms, Experimental Analysis, Prospects and Challenges (with Appendices on Mathematical Background and Detailed Algorithms Explanation)
  14 Dec 2018 0 repositories listed
• Anti-drift in electronic nose via dimensionality reduction: a discriminative subspace projection approach
  14 Dec 2018 0 repositories listed
• Class Mean Vector Component and Discriminant Analysis
  14 Dec 2018 0 repositories listed
• Graph Signal Representation with Wasserstein Barycenters
  13 Dec 2018 0 repositories listed
• Classification of Cervical Cancer Dataset
  11 Dec 2018 0 repositories listed
• Multi-Dimensional Scaling on Groups
  8 Dec 2018 0 repositories listed
• Time Series Featurization via Topological Data Analysis
  7 Dec 2018 0 repositories listed
• Use Dimensionality Reduction and SVM Methods to Increase the Penetration Rate of Computer Networks
  7 Dec 2018 0 repositories listed
• Machine Learning of coarse-grained Molecular Dynamics Force Fields
  4 Dec 2018 0 repositories listed
• Exploiting Wireless Channel State Information Structures Beyond Linear Correlations: A Deep Learning Approach
  3 Dec 2018 0 repositories listed
• GAN-EM: GAN based EM learning framework
  2 Dec 2018 0 repositories listed
• Model-based targeted dimensionality reduction for neuronal population data
  1 Dec 2018 0 repositories listed
• Robust Subspace Approximation in a Stream
  1 Dec 2018 0 repositories listed
• A Visual Interaction Framework for Dimensionality Reduction Based Data Exploration
  28 Nov 2018 0 repositories listed
• RetinaMatch: Efficient Template Matching of Retina Images for Teleophthalmology
  28 Nov 2018 0 repositories listed
• Detailed Investigation of Deep Features with Sparse Representation and Dimensionality Reduction in CBIR: A Comparative Study
  23 Nov 2018 0 repositories listed
• A Semi-supervised Spatial Spectral Regularized Manifold Local Scaling Cut With HGF for Dimensionality Reduction of Hyperspectral Images
  20 Nov 2018 0 repositories listed
• An interpretable multiple kernel learning approach for the discovery of integrative cancer subtypes
  20 Nov 2018 0 repositories listed
• Global Sensitivity Analysis of High Dimensional Neuroscience Models: An Example of Neurovascular Coupling
  20 Nov 2018 0 repositories listed
• A case study : Influence of Dimension Reduction on regression trees-based Algorithms -Predicting Aeronautics Loads of a Derivative Aircraft
  16 Nov 2018 0 repositories listed
• Exploring the Deep Feature Space of a Cell Classification Neural Network
  15 Nov 2018 0 repositories listed
• Interactive dimensionality reduction using similarity projections
  13 Nov 2018 0 repositories listed
• Estimation of Dimensions Contributing to Detected Anomalies with Variational Autoencoders
  12 Nov 2018 0 repositories listed
• Matrix Product Operator Restricted Boltzmann Machines
  12 Nov 2018 0 repositories listed
• Semi-supervised Deep Representation Learning for Multi-View Problems
  11 Nov 2018 0 repositories listed
• Exploiting Capacity of Sewer System Using Unsupervised Learning Algorithms Combined with Dimensionality Reduction
  9 Nov 2018 0 repositories listed
• GradiVeQ: Vector Quantization for Bandwidth-Efficient Gradient Aggregation in Distributed CNN Training
  8 Nov 2018 0 repositories listed
• Nonlinear Dimension Reduction via Outer Bi-Lipschitz Extensions
  8 Nov 2018 0 repositories listed
• Performance of Johnson-Lindenstrauss Transform for k-Means and k-Medians Clustering
  8 Nov 2018 0 repositories listed
• Generative Adversarial Speaker Embedding Networks for Domain Robust End-to-End Speaker Verification
  7 Nov 2018 0 repositories listed
• Representation Learning by Reconstructing Neighborhoods
  5 Nov 2018 0 repositories listed
• Unsupervised representation learning using convolutional and stacked auto-encoders: a domain and cross-domain feature space analysis
  1 Nov 2018 0 repositories listed
• Non-linear Canonical Correlation Analysis: A Compressed Representation Approach
  31 Oct 2018 0 repositories listed
• Contrastive Multivariate Singular Spectrum Analysis
  31 Oct 2018 0 repositories listed
• Dimensionality Reduction has Quantifiable Imperfections: Two Geometric Bounds
  31 Oct 2018 0 repositories listed
• Unsupervised Dimension Selection using a Blue Noise Spectrum
  31 Oct 2018 0 repositories listed
• Alternating Diffusion Map Based Fusion of Multimodal Brain Connectivity Networks for IQ Prediction
  30 Oct 2018 0 repositories listed
• A Closer Look at Deep Learning Heuristics: Learning rate restarts, Warmup and Distillation
  29 Oct 2018 0 repositories listed
• Monitoring the shape of weather, soundscapes, and dynamical systems: a new statistic for dimension-driven data analysis on large data sets
  27 Oct 2018 0 repositories listed
• Perceptual Visual Interactive Learning
  25 Oct 2018 0 repositories listed
• Modified Multidimensional Scaling and High Dimensional Clustering
  24 Oct 2018 0 repositories listed
• Optimal terminal dimensionality reduction in Euclidean space
  22 Oct 2018 0 repositories listed
• Perturbation Bounds for Procrustes, Classical Scaling, and Trilateration, with Applications to Manifold Learning
  22 Oct 2018 0 repositories listed
• A Generative Model of Textures Using Hierarchical Probabilistic Principal Component Analysis
  16 Oct 2018 0 repositories listed
• Learning Inward Scaled Hypersphere Embedding: Exploring Projections in Higher Dimensions
  16 Oct 2018 0 repositories listed
• ABACUS: Unsupervised Multivariate Change Detection via Bayesian Source Separation
  15 Oct 2018 0 repositories listed
• Learning Optimal Deep Projection of ¹⁸F-FDG PET Imaging for Early Differential Diagnosis of Parkinsonian Syndromes
  11 Oct 2018 0 repositories listed
• Real time expert system for anomaly detection of aerators based on computer vision technology and existing surveillance cameras
  9 Oct 2018 0 repositories listed
• Trace Quotient with Sparsity Priors for Learning Low Dimensional Image Representations
  8 Oct 2018 0 repositories listed
• Network Distance Based on Laplacian Flows on Graphs
  5 Oct 2018 0 repositories listed
• Capturing Regional Variation with Distributed Place Representations and Geographic Retrofitting
  1 Oct 2018 0 repositories listed
• Dynamic Sparse Graph for Efficient Deep Learning
  1 Oct 2018 0 repositories listed
• Quantifying Context Overlap for Training Word Embeddings
  1 Oct 2018 0 repositories listed
• Modeling Dynamics of Biological Systems with Deep Generative Neural Networks
  27 Sep 2018 0 repositories listed
• Graph filtering for data reduction and reconstruction
  25 Sep 2018 0 repositories listed
• A convex formulation for high-dimensional sparse sliced inverse regression
  17 Sep 2018 0 repositories listed
• Distance preserving model order reduction of graph-Laplacians and cluster analysis
  9 Sep 2018 0 repositories listed
• Randomized Iterative Algorithms for Fisher Discriminant Analysis
  9 Sep 2018 0 repositories listed
• A note on concentration inequality for vector-valued martingales with weak exponential-type tails
  6 Sep 2018 0 repositories listed
• Optimal Sparse Singular Value Decomposition for High-dimensional High-order Data
  6 Sep 2018 0 repositories listed
• Geometry of Deep Learning for Magnetic Resonance Fingerprinting
  5 Sep 2018 0 repositories listed
• A novel extension of Generalized Low-Rank Approximation of Matrices based on multiple-pairs of transformations
  31 Aug 2018 0 repositories listed