Browse State-of-the-Art › Dimensionality Reduction › Papers, page 30

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 30 of 34: papers 2,901 to 3,000 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.

• Improving Covariance-Regularized Discriminant Analysis for EHR-based Predictive Analytics of Diseases
  18 Oct 2016 0 repositories listed
• Probabilistic Dimensionality Reduction via Structure Learning
  16 Oct 2016 0 repositories listed
• A Harmonic Mean Linear Discriminant Analysis for Robust Image Classification
  14 Oct 2016 0 repositories listed
• An Information Theoretic Feature Selection Framework for Big Data under Apache Spark
  13 Oct 2016 0 repositories listed
• Towards a Theoretical Analysis of PCA for Heteroscedastic Data
  12 Oct 2016 0 repositories listed
• Efficient L1-Norm Principal-Component Analysis via Bit Flipping
  6 Oct 2016 0 repositories listed
• Using Non-invertible Data Transformations to Build Adversarial-Robust Neural Networks
  6 Oct 2016 0 repositories listed
• Sequential Low-Rank Change Detection
  3 Oct 2016 0 repositories listed
• Decoding dynamic brain patterns from evoked responses: A tutorial on multivariate pattern analysis applied to time-series neuroimaging data
  30 Sep 2016 0 repositories listed
• The face-space duality hypothesis: a computational model
  23 Sep 2016 0 repositories listed
• Multi-view Dimensionality Reduction for Dialect Identification of Arabic Broadcast Speech
  19 Sep 2016 0 repositories listed
• Peacock Bundles: Bundle Coloring for Graphs with Globality-Locality Trade-off
  2 Sep 2016 0 repositories listed
• Robust Discriminative Clustering with Sparse Regularizers
  29 Aug 2016 0 repositories listed
• Interacting with Massive Behavioral Data
  26 Aug 2016 0 repositories listed
• Large Scale Behavioral Analytics via Topical Interaction
  26 Aug 2016 0 repositories listed
• Comparison among dimensionality reduction techniques based on Random Projection for cancer classification
  25 Aug 2016 0 repositories listed
• Unsupervised Feature Selection Based on the Morisita Estimator of Intrinsic Dimension
  19 Aug 2016 0 repositories listed
• Training Echo State Networks with Regularization through Dimensionality Reduction
  16 Aug 2016 0 repositories listed
• Ultra High-Dimensional Nonlinear Feature Selection for Big Biological Data
  14 Aug 2016 0 repositories listed
• Bayesian Learning of Dynamic Multilayer Networks
  7 Aug 2016 0 repositories listed
• Robust High-Dimensional Linear Regression
  7 Aug 2016 0 repositories listed
• Exponential Family Embeddings
  2 Aug 2016 0 repositories listed
• Domain Adaptation for Authorship Attribution: Improved Structural Correspondence Learning
  1 Aug 2016 0 repositories listed
• Jointly Event Extraction and Visualization on Twitter via Probabilistic Modelling
  1 Aug 2016 0 repositories listed
• Learning Word Meta-Embeddings
  1 Aug 2016 0 repositories listed
• Pair Distance Distribution: A Model of Semantic Representation
  1 Aug 2016 0 repositories listed
• Random Positive-Only Projections: PPMI-Enabled Incremental Semantic Space Construction
  1 Aug 2016 0 repositories listed
• Robust Co-occurrence Quantification for Lexical Distributional Semantics
  1 Aug 2016 0 repositories listed
• TransG : A Generative Model for Knowledge Graph Embedding
  1 Aug 2016 0 repositories listed
• A Novel Bilingual Word Embedding Method for Lexical Translation Using Bilingual Sense Clique
  29 Jul 2016 0 repositories listed
• Dimensionality reduction based on Distance Preservation to Local Mean (DPLM) for SPD matrices and its application in BCI
  29 Jul 2016 0 repositories listed
• Extracting Geography from Trade Data
  23 Jul 2016 0 repositories listed
• Spatial Context based Angular Information Preserving Projection for Hyperspectral Image Classification
  15 Jul 2016 0 repositories listed
• Spectral Echolocation via the Wave Embedding
  15 Jul 2016 0 repositories listed
• Random projections of random manifolds
  14 Jul 2016 0 repositories listed
• Fitting a Simplicial Complex using a Variation of k-means
  13 Jul 2016 0 repositories listed
• Incomplete Pivoted QR-based Dimensionality Reduction
  12 Jul 2016 0 repositories listed
• Convergence rates of Kernel Conjugate Gradient for random design regression
  8 Jul 2016 0 repositories listed
• Improving Sparse Representation-Based Classification Using Local Principal Component Analysis
  4 Jul 2016 0 repositories listed
• Text comparison using word vector representations and dimensionality reduction
  2 Jul 2016 0 repositories listed
• Out-of-Sample Extension for Dimensionality Reduction of Noisy Time Series
  27 Jun 2016 0 repositories listed
• Manifold Approximation by Moving Least-Squares Projection (MMLS)
  22 Jun 2016 0 repositories listed
• Continuum directions for supervised dimension reduction
  20 Jun 2016 0 repositories listed
• An Efficient Large-scale Semi-supervised Multi-label Classifier Capable of Handling Missing labels
  18 Jun 2016 0 repositories listed
• A New Approach to Dimensionality Reduction for Anomaly Detection in Data Traffic
  14 Jun 2016 0 repositories listed
• Bayesian Inference on Matrix Manifolds for Linear Dimensionality Reduction
  14 Jun 2016 0 repositories listed
• Unsupervised Non Linear Dimensionality Reduction Machine Learning methods applied to Multiparametric MRI in cerebral ischemia: Preliminary Results
  13 Jun 2016 0 repositories listed
• Discovery of Latent Factors in High-dimensional Data Using Tensor Methods
  10 Jun 2016 0 repositories listed
• A Tale of Two Bases: Local-Nonlocal Regularization on Image Patches with Convolution Framelets
  4 Jun 2016 0 repositories listed
• Property-driven State-Space Coarsening for Continuous Time Markov Chains
  3 Jun 2016 0 repositories listed
• Sequential Principal Curves Analysis
  2 Jun 2016 0 repositories listed
• Unifying Geometric Features and Facial Action Units for Improved Performance of Facial Expression Analysis
  2 Jun 2016 0 repositories listed
• Decoding Emotional Experience through Physiological Signal Processing
  1 Jun 2016 0 repositories listed
• Efficient Large-Scale Similarity Search Using Matrix Factorization
  1 Jun 2016 0 repositories listed
• Trace Quotient Meets Sparsity: A Method for Learning Low Dimensional Image Representations
  1 Jun 2016 0 repositories listed
• Mixtape Application: Music Map Methodology and Evaluation
  30 May 2016 0 repositories listed
• Learning From Hidden Traits: Joint Factor Analysis and Latent Clustering
  21 May 2016 0 repositories listed
• Dimensionality Reduction on SPD Manifolds: The Emergence of Geometry-Aware Methods
  20 May 2016 0 repositories listed
• Subspace Perspective on Canonical Correlation Analysis: Dimension Reduction and Minimax Rates
  12 May 2016 0 repositories listed
• A Comparative Study of Text Preprocessing Approaches for Topic Detection of User Utterances
  1 May 2016 0 repositories listed
• Sparse Generalized Eigenvalue Problem: Optimal Statistical Rates via Truncated Rayleigh Flow
  29 Apr 2016 0 repositories listed
• Random Projection Estimation of Discrete-Choice Models with Large Choice Sets
  20 Apr 2016 0 repositories listed
• Phone-based Metric as a Predictor for Basic Personality Traits
  16 Apr 2016 0 repositories listed
• Feature extraction using Latent Dirichlet Allocation and Neural Networks: A case study on movie synopses
  5 Apr 2016 0 repositories listed
• A Characterization of the Non-Uniqueness of Nonnegative Matrix Factorizations
  3 Apr 2016 0 repositories listed
• Sparse Representation of Multivariate Extremes with Applications to Anomaly Ranking
  31 Mar 2016 0 repositories listed
• Optimizing the Information Retrieval Trade-off in Data Visualization Using α-Divergence
  29 Mar 2016 0 repositories listed
• A generalized flow for multi-class and binary classification tasks: An Azure ML approach
  26 Mar 2016 0 repositories listed
• An Empirical Study of Dimensional Reduction Techniques for Facial Action Units Detection
  25 Mar 2016 0 repositories listed
• A Reconfigurable Low Power High Throughput Architecture for Deep Network Training
  24 Mar 2016 0 repositories listed
• Joint Projection and Dictionary Learning using Low-rank Regularization and Graph Constraints
  24 Mar 2016 0 repositories listed
• Variational Autoencoders for Feature Detection of Magnetic Resonance Imaging Data
  21 Mar 2016 0 repositories listed
• Classification with Repulsion Tensors: A Case Study on Face Recognition
  15 Mar 2016 0 repositories listed
• Laplacian Eigenmaps from Sparse, Noisy Similarity Measurements
  12 Mar 2016 0 repositories listed
• An Innovative Imputation and Classification Approach for Accurate Disease Prediction
  10 Mar 2016 0 repositories listed
• Faster learning of deep stacked autoencoders on multi-core systems using synchronized layer-wise pre-training
  9 Mar 2016 0 repositories listed
• Learning a Discriminative Null Space for Person Re-identification
  7 Mar 2016 0 repositories listed
• Machine learning meets network science: dimensionality reduction for fast and efficient embedding of networks in the hyperbolic space
  21 Feb 2016 0 repositories listed
• Ordonnancement d'entités pour la rencontre du web des documents et du web des données
  19 Feb 2016 0 repositories listed
• Joint Dimensionality Reduction for Two Feature Vectors
  13 Feb 2016 0 repositories listed
• Local High-order Regularization on Data Manifolds
  11 Feb 2016 0 repositories listed
• Semi-supervised Learning with Explicit Relationship Regularization
  11 Feb 2016 0 repositories listed
• Comparison of feature extraction and dimensionality reduction methods for single channel extracellular spike sorting
  10 Feb 2016 0 repositories listed
• A New Spatio-Spectral Morphological Segmentation For Multi-Spectral Remote-Sensing Images
  9 Feb 2016 0 repositories listed
• Reducing training requirements through evolutionary based dimension reduction and subject transfer
  6 Feb 2016 0 repositories listed
• On the Nyström and Column-Sampling Methods for the Approximate Principal Components Analysis of Large Data Sets
  2 Feb 2016 0 repositories listed
• Dimensionality Reduction via Regression in Hyperspectral Imagery
  31 Jan 2016 0 repositories listed
• Principal Polynomial Analysis
  31 Jan 2016 0 repositories listed
• Model-Coupled Autoencoder for Time Series Visualisation
  21 Jan 2016 0 repositories listed
• Group Invariant Deep Representations for Image Instance Retrieval
  9 Jan 2016 0 repositories listed
• Supervised Dimensionality Reduction via Distance Correlation Maximization
  3 Jan 2016 0 repositories listed
• Practical Algorithms for Learning Near-Isometric Linear Embeddings
  1 Jan 2016 0 repositories listed
• Multi Loci Phylogenetic Analysis with Gene Tree Clustering
  31 Dec 2015 0 repositories listed
• Outlier Detection In Large-scale Traffic Data By Naïve Bayes Method and Gaussian Mixture Model Method
  28 Dec 2015 0 repositories listed
• Multimodal, high-dimensional, model-based, Bayesian inverse problems with applications in biomechanics
  14 Dec 2015 0 repositories listed
• Sparse Generalized Principal Component Analysis for Large-scale Applications beyond Gaussianity
  12 Dec 2015 0 repositories listed
• Approximated and User Steerable tSNE for Progressive Visual Analytics
  5 Dec 2015 0 repositories listed
• Creation of a Deep Convolutional Auto-Encoder in Caffe
  4 Dec 2015 0 repositories listed
• A fast, universal algorithm to learn parametric nonlinear embeddings
  1 Dec 2015 0 repositories listed
• A New Approach for Scalable Analysis of Microbial Communities
  1 Dec 2015 0 repositories listed