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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 28 of 34: papers 2,701 to 2,800 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.

• Rigorous Restricted Isometry Property of Low-Dimensional Subspaces
  30 Jan 2018 0 repositories listed
• Nonlinear Dimensionality Reduction on Graphs
  29 Jan 2018 0 repositories listed
• Using Deep Autoencoders for Facial Expression Recognition
  25 Jan 2018 0 repositories listed
• Generalized two-dimensional linear discriminant analysis with regularization
  23 Jan 2018 0 repositories listed
• Efficient Text Classification Using Tree-structured Multi-linear Principal Component Analysis
  20 Jan 2018 0 repositories listed
• Dimensionality Reduction in Deep Learning for Chest X-Ray Analysis of Lung Cancer
  19 Jan 2018 0 repositories listed
• Computation of the Maximum Likelihood estimator in low-rank Factor Analysis
  18 Jan 2018 0 repositories listed
• Robust Kronecker Component Analysis
  18 Jan 2018 0 repositories listed
• Unsupervised Hashtag Retrieval and Visualization for Crisis Informatics
  18 Jan 2018 0 repositories listed
• Semi-supervised Fisher vector network
  13 Jan 2018 0 repositories listed
• A Hardware-Friendly Algorithm for Scalable Training and Deployment of Dimensionality Reduction Models on FPGA
  11 Jan 2018 0 repositories listed
• Soft Locality Preserving Map (SLPM) for Facial Expression Recognition
  11 Jan 2018 0 repositories listed
• Graph Autoencoder-Based Unsupervised Feature Selection with Broad and Local Data Structure Preservation
  7 Jan 2018 0 repositories listed
• Learning automata based SVM for intrusion detection
  4 Jan 2018 0 repositories listed
• Kernel Regression with Sparse Metric Learning
  25 Dec 2017 0 repositories listed
• Evaluation of PPG Biometrics for Authentication in different states
  22 Dec 2017 0 repositories listed
• Space-Filling Curve Indices as Acceleration Structure for Exemplar-Based Inpainting
  18 Dec 2017 0 repositories listed
• Taming Wild High Dimensional Text Data with a Fuzzy Lash
  16 Dec 2017 0 repositories listed
• Multiple testing for outlier detection in functional data
  13 Dec 2017 0 repositories listed
• Empirical Evaluation of Kernel PCA Approximation Methods in Classification Tasks
  12 Dec 2017 0 repositories listed
• Effects of population- and seed bank noise on neutral evolution and efficacy of natural selection
  11 Dec 2017 0 repositories listed
• Tensor Train Neighborhood Preserving Embedding
  3 Dec 2017 0 repositories listed
• PFAx: Predictable Feature Analysis to Perform Control
  2 Dec 2017 0 repositories listed
• From which world is your graph
  1 Dec 2017 0 repositories listed
• Hierarchical Bayesian image analysis: from low-level modeling to robust supervised learning
  1 Dec 2017 0 repositories listed
• Simple strategies for recovering inner products from coarsely quantized random projections
  1 Dec 2017 0 repositories listed
• Sparse Embedded k-Means Clustering
  1 Dec 2017 0 repositories listed
• Extreme Dimension Reduction for Handling Covariate Shift
  29 Nov 2017 0 repositories listed
• Wisdom of the crowd from unsupervised dimension reduction
  28 Nov 2017 0 repositories listed
• Robust Subspace Learning: Robust PCA, Robust Subspace Tracking, and Robust Subspace Recovery
  26 Nov 2017 0 repositories listed
• Random matrix approach to estimation of high-dimensional factor models
  23 Nov 2017 0 repositories listed
• Universality of macroscopic neuronal dynamics in Caenorhabditis elegans
  22 Nov 2017 0 repositories listed
• "I know it when I see it". Visualization and Intuitive Interpretability
  20 Nov 2017 0 repositories listed
• Deep Gaussian Mixture Models
  18 Nov 2017 0 repositories listed
• Dimensionality Reduction on Grassmannian via Riemannian Optimization: A Generalized Perspective
  17 Nov 2017 0 repositories listed
• A New Method for Performance Analysis in Nonlinear Dimensionality Reduction
  16 Nov 2017 0 repositories listed
• Evaluating deep variational autoencoders trained on pan-cancer gene expression
  13 Nov 2017 0 repositories listed
• Hand Gesture Recognition with Leap Motion
  12 Nov 2017 0 repositories listed
• Dimension Reduction of High-Dimensional Datasets Based on Stepwise SVM
  9 Nov 2017 0 repositories listed
• Dimension Estimation Using Random Connection Models
  8 Nov 2017 0 repositories listed
• Bayesian model and dimension reduction for uncertainty propagation: applications in random media
  7 Nov 2017 0 repositories listed
• Extracting low-dimensional dynamics from multiple large-scale neural population recordings by learning to predict correlations
  6 Nov 2017 0 repositories listed
• Model-free Nonconvex Matrix Completion: Local Minima Analysis and Applications in Memory-efficient Kernel PCA
  6 Nov 2017 0 repositories listed
• From which world is your graph?
  3 Nov 2017 0 repositories listed
• Approximation of Functions over Manifolds: A Moving Least-Squares Approach
  2 Nov 2017 0 repositories listed
• Sampling and multilevel coarsening algorithms for fast matrix approximations
  1 Nov 2017 0 repositories listed
• Stochastic variance reduced multiplicative update for nonnegative matrix factorization
  30 Oct 2017 0 repositories listed
• Time-lagged autoencoders: Deep learning of slow collective variables for molecular kinetics
  30 Oct 2017 0 repositories listed
• Dimensionality reduction methods for molecular simulations
  29 Oct 2017 0 repositories listed
• DPCA: Dimensionality Reduction for Discriminative Analytics of Multiple Large-Scale Datasets
  25 Oct 2017 0 repositories listed
• Bayesian Inference over the Stiefel Manifold via the Givens Representation
  25 Oct 2017 0 repositories listed
• Inversion using a new low-dimensional representation of complex binary geological media based on a deep neural network
  25 Oct 2017 0 repositories listed
• Deep Triphone Embedding Improves Phoneme Recognition
  22 Oct 2017 0 repositories listed
• Elliptical modeling and pattern analysis for perturbation models and classfication
  22 Oct 2017 0 repositories listed
• Nonlinear Supervised Dimensionality Reduction via Smooth Regular Embeddings
  19 Oct 2017 0 repositories listed
• S-Isomap++: Multi Manifold Learning from Streaming Data
  17 Oct 2017 0 repositories listed
• Fair Kernel Learning
  16 Oct 2017 0 repositories listed
• Robust Maximum Likelihood Estimation of Sparse Vector Error Correction Model
  16 Oct 2017 0 repositories listed
• Information-Theoretic Representation Learning for Positive-Unlabeled Classification
  15 Oct 2017 0 repositories listed
• Dimensionality Reduction Ensembles
  11 Oct 2017 0 repositories listed
• Regression-aware decompositions
  11 Oct 2017 0 repositories listed
• Mechanisms of dimensionality reduction and decorrelation in deep neural networks
  4 Oct 2017 0 repositories listed
• Approximate Grassmannian Intersections: Subspace-Valued Subspace Learning
  1 Oct 2017 0 repositories listed
• From RGB to Spectrum for Natural Scenes via Manifold-Based Mapping
  1 Oct 2017 0 repositories listed
• Influência de Técnicas Não-supervisionadas de Redução de Dimensionalidade para Organização Flexível de Documentos (The Unsupervised Dimensionality Reduction Weight on Flexible Document Organization)[In Portuguese]
  1 Oct 2017 0 repositories listed
• Sparse Exact PGA on Riemannian Manifolds
  1 Oct 2017 0 repositories listed
• Toward Scalable Machine Learning and Data Mining: the Bioinformatics Case
  29 Sep 2017 0 repositories listed
• Tensor-Based Classifiers for Hyperspectral Data Analysis
  24 Sep 2017 0 repositories listed
• On Principal Components Regression, Random Projections, and Column Subsampling
  23 Sep 2017 0 repositories listed
• Near Optimal Sketching of Low-Rank Tensor Regression
  20 Sep 2017 0 repositories listed
• Bayesian nonparametric Principal Component Analysis
  17 Sep 2017 0 repositories listed
• Representation Learning on Graphs: Methods and Applications
  17 Sep 2017 0 repositories listed
• An Algorithmic Information Calculus for Causal Discovery and Reprogramming Systems
  15 Sep 2017 0 repositories listed
• Transform Invariant Auto-encoder
  12 Sep 2017 0 repositories listed
• Graph Scaling Cut with L1-Norm for Classification of Hyperspectral Images
  9 Sep 2017 0 repositories listed
• Simultaneously Learning Neighborship and Projection Matrix for Supervised Dimensionality Reduction
  9 Sep 2017 0 repositories listed
• A Statistical Approach to Increase Classification Accuracy in Supervised Learning Algorithms
  5 Sep 2017 0 repositories listed
• On the Suboptimality of Proximal Gradient Descent for ℓ⁰ Sparse Approximation
  5 Sep 2017 0 repositories listed
• A deep-learning based native-language classification by using a latent semantic analysis for the NLI Shared Task 2017
  1 Sep 2017 0 repositories listed
• Word Embeddings as Features for Supervised Coreference Resolution
  1 Sep 2017 0 repositories listed
• Dynamic Tensor Clustering
  24 Aug 2017 0 repositories listed
• Variational autoencoders for tissue heterogeneity exploration from (almost) no preprocessed mass spectrometry imaging data
  23 Aug 2017 0 repositories listed
• Integrative analysis reveals disrupted pathways regulated by microRNAs in cancer
  18 Aug 2017 0 repositories listed
• Visualizing and Exploring Dynamic High-Dimensional Datasets with LION-tSNE
  16 Aug 2017 0 repositories listed
• Multi-Stage Feature Selection Based Intelligent Classifier for Classification of Incipient Stage Fire in Building
  12 Aug 2017 0 repositories listed
• Automatic Selection of t-SNE Perplexity
  10 Aug 2017 0 repositories listed
• How Do People Differ? A Social Media Approach
  9 Aug 2017 0 repositories listed
• A Bootstrap Method for Error Estimation in Randomized Matrix Multiplication
  6 Aug 2017 0 repositories listed
• A Latent Variable Model for Two-Dimensional Canonical Correlation Analysis and its Variational Inference
  4 Aug 2017 0 repositories listed
• Evaluating Feature Extraction Methods for Knowledge-based Biomedical Word Sense Disambiguation
  1 Aug 2017 0 repositories listed
• How Close Are the Eigenvectors of the Sample and Actual Covariance Matrices?
  1 Aug 2017 0 repositories listed
• Joint Dimensionality Reduction and Metric Learning: A Geometric Take
  1 Aug 2017 0 repositories listed
• Parameter Free Hierarchical Graph-Based Clustering for Analyzing Continuous Word Embeddings
  1 Aug 2017 0 repositories listed
• Topology Analysis of International Networks Based on Debates in the United Nations
  29 Jul 2017 0 repositories listed
• Sparse Deep Nonnegative Matrix Factorization
  28 Jul 2017 0 repositories listed
• A Harmony Search Based Wrapper Feature Selection Method for Holistic Bangla word Recognition
  26 Jul 2017 0 repositories listed
• Application of Dictionary Learning in Alleviating Computational Burden of EEG Source Localization
  25 Jul 2017 0 repositories listed
• SAR Target Recognition Using the Multi-aspect-aware Bidirectional LSTM Recurrent Neural Networks
  25 Jul 2017 0 repositories listed
• Sketched Subspace Clustering
  22 Jul 2017 0 repositories listed
• Using PCA and Factor Analysis for Dimensionality Reduction of Bio-informatics Data
  22 Jul 2017 0 repositories listed