Browse State-of-the-Art › Dimensionality Reduction › Papers, page 31

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 31 of 34: papers 3,001 to 3,100 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.

• Algorithmic Stability and Uniform Generalization
  1 Dec 2015 0 repositories listed
• Alternating Co-Quantization for Cross-Modal Hashing
  1 Dec 2015 0 repositories listed
• Implicit Sparse Code Hashing
  1 Dec 2015 0 repositories listed
• Space-Time Local Embeddings
  1 Dec 2015 0 repositories listed
• Structured Feature Selection
  1 Dec 2015 0 repositories listed
• A Normative Theory of Adaptive Dimensionality Reduction in Neural Networks
  30 Nov 2015 0 repositories listed
• Universality laws for randomized dimension reduction, with applications
  30 Nov 2015 0 repositories listed
• Binding constants of membrane-anchored receptors and ligands: a general theory corroborated by Monte Carlo simulations
  24 Nov 2015 0 repositories listed
• ICU Patient Deterioration prediction: a Data-Mining Approach
  21 Nov 2015 0 repositories listed
• Fast clustering for scalable statistical analysis on structured images
  16 Nov 2015 0 repositories listed
• Block-diagonal covariance selection for high-dimensional Gaussian graphical models
  12 Nov 2015 0 repositories listed
• PCA-Based Out-of-Sample Extension for Dimensionality Reduction
  3 Nov 2015 0 repositories listed
• Consistent Estimation of Low-Dimensional Latent Structure in High-Dimensional Data
  13 Oct 2015 0 repositories listed
• The intrinsic value of HFO features as a biomarker of epileptic activity
  13 Oct 2015 0 repositories listed
• A Comprehensive Filter Feature Selection for Improving Document Classification
  1 Oct 2015 0 repositories listed
• Fast and Large-scale Unsupervised Relation Extraction
  1 Oct 2015 0 repositories listed
• Foundations of Coupled Nonlinear Dimensionality Reduction
  29 Sep 2015 0 repositories listed
• Word, graph and manifold embedding from Markov processes
  18 Sep 2015 0 repositories listed
• Ranking Entities in the Age of Two Webs, an Application to Semantic Snippets
  15 Sep 2015 0 repositories listed
• Towards Making High Dimensional Distance Metric Learning Practical
  15 Sep 2015 0 repositories listed
• Geometry and dimensionality reduction of feature spaces in primary visual cortex
  14 Sep 2015 0 repositories listed
• Markov Boundary Discovery with Ridge Regularized Linear Models
  14 Sep 2015 0 repositories listed
• A Fuzzy Approach for Feature Evaluation and Dimensionality Reduction to Improve the Quality of Web Usage Mining Results
  1 Sep 2015 0 repositories listed
• Factorization of Latent Variables in Distributional Semantic Models
  1 Sep 2015 0 repositories listed
• Improving evaluation and optimization of MT systems against MEANT
  1 Sep 2015 0 repositories listed
• Online Supervised Subspace Tracking
  1 Sep 2015 0 repositories listed
• Topic Identification and Discovery on Text and Speech
  1 Sep 2015 0 repositories listed
• Gaussian Mixture Models with Component Means Constrained in Pre-selected Subspaces
  26 Aug 2015 0 repositories listed
• MultiView Diffusion Maps
  23 Aug 2015 0 repositories listed
• Scalable Out-of-Sample Extension of Graph Embeddings Using Deep Neural Networks
  18 Aug 2015 0 repositories listed
• Dimensionality Reduction of Collective Motion by Principal Manifolds
  13 Aug 2015 0 repositories listed
• Identifying manifolds underlying group motion in Vicsek agents
  12 Aug 2015 0 repositories listed
• Model-based SIR for dimension reduction
  10 Aug 2015 0 repositories listed
• Dimension reduction for model-based clustering
  7 Aug 2015 0 repositories listed
• Dimension Reduction with Non-degrading Generalization
  5 Aug 2015 0 repositories listed
• Direct Estimation of the Derivative of Quadratic Mutual Information with Application in Supervised Dimension Reduction
  5 Aug 2015 0 repositories listed
• Beyond Gauss: Image-Set Matching on the Riemannian Manifold of PDFs
  31 Jul 2015 0 repositories listed
• Fast Robust PCA on Graphs
  29 Jul 2015 0 repositories listed
• Online Censoring for Large-Scale Regressions with Application to Streaming Big Data
  27 Jul 2015 0 repositories listed
• Dimensionality-reduced subspace clustering
  25 Jul 2015 0 repositories listed
• A study of the classification of low-dimensional data with supervised manifold learning
  21 Jul 2015 0 repositories listed
• Sparsity in Multivariate Extremes with Applications to Anomaly Detection
  21 Jul 2015 0 repositories listed
• Extracting grid characteristics from spatially distributed place cell inputs using non-negative PCA
  14 Jul 2015 0 repositories listed
• Optimal approximate matrix product in terms of stable rank
  8 Jul 2015 0 repositories listed
• Early and Late Combinations of Criteria for Reranking Distributional Thesauri
  1 Jul 2015 0 repositories listed
• Feature Selection for Short Text Classification using Wavelet Packet Transform
  1 Jul 2015 0 repositories listed
• New Transfer Learning Techniques for Disparate Label Sets
  1 Jul 2015 0 repositories listed
• Notes on Low-rank Matrix Factorization
  30 Jun 2015 0 repositories listed
• Detecting single-trial EEG evoked potential using a wavelet domain linear mixed model: application to error potentials classification
  25 Jun 2015 0 repositories listed
• Diagnosing ADHD from fMRI Scans Using Hidden Markov Models
  19 Jun 2015 0 repositories listed
• Isometric sketching of any set via the Restricted Isometry Property
  11 Jun 2015 0 repositories listed
• Random Maxout Features
  11 Jun 2015 0 repositories listed
• Spectral Representations for Convolutional Neural Networks
  11 Jun 2015 0 repositories listed
• Heteroscedastic Max-Min Distance Analysis
  1 Jun 2015 0 repositories listed
• Non-Orthogonal Explicit Semantic Analysis
  1 Jun 2015 0 repositories listed
• PRHLT: Combination of Deep Autoencoders with Classification and Regression Techniques for SemEval-2015 Task 11
  1 Jun 2015 0 repositories listed
• Projection Metric Learning on Grassmann Manifold With Application to Video Based Face Recognition
  1 Jun 2015 0 repositories listed
• USAAR-SHEFFIELD: Semantic Textual Similarity with Deep Regression and Machine Translation Evaluation Metrics
  1 Jun 2015 0 repositories listed
• Vector Space Models for Scientific Document Summarization
  1 Jun 2015 0 repositories listed
• Sufficient Forecasting Using Factor Models
  27 May 2015 0 repositories listed
• Sequential Dimensionality Reduction for Extracting Localized Features
  26 May 2015 0 repositories listed
• Using Dimension Reduction to Improve the Classification of High-dimensional Data
  26 May 2015 0 repositories listed
• oASIS: Adaptive Column Sampling for Kernel Matrix Approximation
  19 May 2015 0 repositories listed
• Spike and Slab Gaussian Process Latent Variable Models
  10 May 2015 0 repositories listed
• Trees Assembling Mann Whitney Approach for Detecting Genome-wide Joint Association among Low Marginal Effect loci
  5 May 2015 0 repositories listed
• Self-Expressive Decompositions for Matrix Approximation and Clustering
  4 May 2015 0 repositories listed
• Using PCA to Efficiently Represent State Spaces
  2 May 2015 0 repositories listed
• High-Order Low-Rank Tensors for Semantic Role Labeling
  1 May 2015 0 repositories listed
• NASARI: a Novel Approach to a Semantically-Aware Representation of Items
  1 May 2015 0 repositories listed
• Robust Principal Component Analysis on Graphs
  23 Apr 2015 0 repositories listed
• Effective Discriminative Feature Selection with Non-trivial Solutions
  21 Apr 2015 0 repositories listed
• Adaptive Randomized Dimension Reduction on Massive Data
  13 Apr 2015 0 repositories listed
• Multiple Measurements and Joint Dimensionality Reduction for Large Scale Image Search with Short Vectors - Extended Version
  13 Apr 2015 0 repositories listed
• Diffusion Component Analysis: Unraveling Functional Topology in Biological Networks
  10 Apr 2015 0 repositories listed
• Maximum Entropy Linear Manifold for Learning Discriminative Low-dimensional Representation
  10 Apr 2015 0 repositories listed
• Generalized Categorization Axioms
  31 Mar 2015 0 repositories listed
• Cross-validation of matching correlation analysis by resampling matching weights
  29 Mar 2015 0 repositories listed
• An Item-Based Collaborative Filtering using Dimensionality Reduction Techniques on Mahout Framework
  23 Mar 2015 0 repositories listed
• Unsupervised model compression for multilayer bootstrap networks
  22 Mar 2015 0 repositories listed
• Reduced Basis Decomposition: a Certified and Fast Lossy Data Compression Algorithm
  19 Mar 2015 0 repositories listed
• Hypoelliptic Diffusion Maps I: Tangent Bundles
  17 Mar 2015 0 repositories listed
• 2D Face Recognition System Based on Selected Gabor Filters and Linear Discriminant Analysis LDA
  12 Mar 2015 0 repositories listed
• Functional Inverse Regression in an Enlarged Dimension Reduction Space
  12 Mar 2015 0 repositories listed
• Diverse Landmark Sampling from Determinantal Point Processes for Scalable Manifold Learning
  11 Mar 2015 0 repositories listed
• Scalable Iterative Algorithm for Robust Subspace Clustering
  5 Mar 2015 0 repositories listed
• Puzzle Imaging: Using Large-scale Dimensionality Reduction Algorithms for Localization
  27 Feb 2015 0 repositories listed
• On Convolutional Approximations to Linear Dimensionality Reduction Operators for Large Scale Data Processing
  25 Feb 2015 0 repositories listed
• Sparse Multivariate Factor Regression
  25 Feb 2015 0 repositories listed
• On the consistency theory of high dimensional variable screening
  24 Feb 2015 0 repositories listed
• Personalising Mobile Advertising Based on Users Installed Apps
  24 Feb 2015 0 repositories listed
• The equivalence of information-theoretic and likelihood-based methods for neural dimensionality reduction
  24 Feb 2015 0 repositories listed
• A Confident Information First Principle for Parametric Reduction and Model Selection of Boltzmann Machines
  5 Feb 2015 0 repositories listed
• Laplacian Mixture Modeling for Network Analysis and Unsupervised Learning on Graphs
  3 Feb 2015 0 repositories listed
• Optimized Projection for Sparse Representation Based Classification
  31 Jan 2015 0 repositories listed
• SHOE: Supervised Hashing with Output Embeddings
  30 Jan 2015 0 repositories listed
• IT-map: an Effective Nonlinear Dimensionality Reduction Method for Interactive Clustering
  26 Jan 2015 0 repositories listed
• Deep Autoencoders for Dimensionality Reduction of High-Content Screening Data
  7 Jan 2015 0 repositories listed
• A simple coding for cross-domain matching with dimension reduction via spectral graph embedding
  29 Dec 2014 0 repositories listed
• Outperforming Word2Vec on Analogy Tasks with Random Projections
  20 Dec 2014 0 repositories listed
• Rehabilitation of Count-based Models for Word Vector Representations
  16 Dec 2014 0 repositories listed