Browse State-of-the-Art › Dimensionality Reduction › Papers, page 29

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 29 of 34: papers 2,801 to 2,900 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.

• A Nonlinear Dimensionality Reduction Framework Using Smooth Geodesics
  21 Jul 2017 0 repositories listed
• Structural Learning and Integrative Decomposition of Multi-View Data
  20 Jul 2017 0 repositories listed
• Algorithms for Approximate Subtropical Matrix Factorization
  19 Jul 2017 0 repositories listed
• Discriminative convolutional Fisher vector network for action recognition
  19 Jul 2017 0 repositories listed
• Prediction with Dimension Reduction of Multiple Molecular Data Sources for Patient Survival
  17 Jul 2017 0 repositories listed
• Predictive Liability Models and Visualizations of High Dimensional Retail Employee Data
  14 Jul 2017 0 repositories listed
• High-Performance FPGA Implementation of Equivariant Adaptive Separation via Independence Algorithm for Independent Component Analysis
  6 Jul 2017 0 repositories listed
• Kernel Scaling for Manifold Learning and Classification
  4 Jul 2017 0 repositories listed
• Vectorial Dimension Reduction for Tensors Based on Bayesian Inference
  3 Jul 2017 0 repositories listed
• Dimensionality reduction with missing values imputation
  2 Jul 2017 0 repositories listed
• Additive Component Analysis
  1 Jul 2017 0 repositories listed
• Feature Hashing for Language and Dialect Identification
  1 Jul 2017 0 repositories listed
• FFTLasso: Large-Scale LASSO in the Fourier Domain
  1 Jul 2017 0 repositories listed
• Grassmannian Manifold Optimization Assisted Sparse Spectral Clustering
  1 Jul 2017 0 repositories listed
• Skip-Gram − Zipf + Uniform = Vector Additivity
  1 Jul 2017 0 repositories listed
• Generalized notions of sparsity and restricted isometry property. Part I: A unified framework
  28 Jun 2017 0 repositories listed
• Multispectral and Hyperspectral Image Fusion Using a 3-D-Convolutional Neural Network
  16 Jun 2017 0 repositories listed
• A survey of dimensionality reduction techniques based on random projection
  14 Jun 2017 0 repositories listed
• Embedding Feature Selection for Large-scale Hierarchical Classification
  6 Jun 2017 0 repositories listed
• Multi-View Kernels for Low-Dimensional Modeling of Seismic Events
  6 Jun 2017 0 repositories listed
• Dimensionality reduction for acoustic vehicle classification with spectral embedding
  27 May 2017 0 repositories listed
• Segmented and Non-Segmented Stacked Denoising Autoencoder for Hyperspectral Band Reduction
  19 May 2017 0 repositories listed
• Linear Dimensionality Reduction in Linear Time: Johnson-Lindenstrauss-type Guarantees for Random Subspace
  18 May 2017 0 repositories listed
• An Investigation of Newton-Sketch and Subsampled Newton Methods
  17 May 2017 0 repositories listed
• Maximum Margin Principal Components
  17 May 2017 0 repositories listed
• Dimensionality reduction, and function approximation of poly(lactic-co-glycolic acid) micro- and nanoparticle dissolution rate
  16 May 2017 0 repositories listed
• DeepRT: deep learning for peptide retention time prediction in proteomics
  15 May 2017 0 repositories listed
• Local Shrunk Discriminant Analysis (LSDA)
  3 May 2017 0 repositories listed
• Offline Handwritten Recognition of Malayalam District Name - A Holistic Approach
  2 May 2017 0 repositories listed
• Pointed subspace approach to incomplete data
  2 May 2017 0 repositories listed
• Inverse Moment Methods for Sufficient Forecasting using High-Dimensional Predictors
  1 May 2017 0 repositories listed
• Expressing Facial Structure and Appearance Information in Frequency Domain for Face Recognition
  28 Apr 2017 0 repositories listed
• Locality Preserving Projections for Grassmann manifold
  27 Apr 2017 0 repositories listed
• Leveraging Patient Similarity and Time Series Data in Healthcare Predictive Models
  25 Apr 2017 0 repositories listed
• Single-Pass PCA of Large High-Dimensional Data
  25 Apr 2017 0 repositories listed
• Adaptive Neighboring Selection Algorithm Based on Curvature Prediction in Manifold Learning
  13 Apr 2017 0 repositories listed
• Joint Semi-supervised RSS Dimensionality Reduction and Fingerprint Based Algorithm for Indoor Localization
  12 Apr 2017 0 repositories listed
• Enhancing Robustness of Machine Learning Systems via Data Transformations
  9 Apr 2017 0 repositories listed
• MLC Toolbox: A MATLAB/OCTAVE Library for Multi-Label Classification
  9 Apr 2017 0 repositories listed
• Interactive Graphics for Visually Diagnosing Forest Classifiers in R
  8 Apr 2017 0 repositories listed
• Restricted Isometry Property of Gaussian Random Projection for Finite Set of Subspaces
  7 Apr 2017 0 repositories listed
• Contextual Bidirectional Long Short-Term Memory Recurrent Neural Network Language Models: A Generative Approach to Sentiment Analysis
  1 Apr 2017 0 repositories listed
• The Informativeness of K -Means for Learning Mixture Models
  30 Mar 2017 0 repositories listed
• Locality preserving projection on SPD matrix Lie group: algorithm and analysis
  28 Mar 2017 0 repositories listed
• Microstructure under the Microscope: Tools to Survive and Thrive in The Age of (Too Much) Information
  26 Mar 2017 0 repositories listed
• Why do similarity matching objectives lead to Hebbian/anti-Hebbian networks?
  23 Mar 2017 0 repositories listed
• PSF field learning based on Optimal Transport Distances
  17 Mar 2017 0 repositories listed
• Neural method for Explicit Mapping of Quasi-curvature Locally Linear Embedding in image retrieval
  11 Mar 2017 0 repositories listed
• Pretata: predicting TATA binding proteins with novel features and dimensionality reduction strategy
  7 Mar 2017 0 repositories listed
• Evaluating Graph Signal Processing for Neuroimaging Through Classification and Dimensionality Reduction
  6 Mar 2017 0 repositories listed
• Applying Ricci Flow to High Dimensional Manifold Learning
  3 Mar 2017 0 repositories listed
• L³-SVMs: Landmarks-based Linear Local Support Vectors Machines
  1 Mar 2017 0 repositories listed
• A description length approach to determining the number of k-means clusters
  28 Feb 2017 0 repositories listed
• Semi-supervised Learning based on Distributionally Robust Optimization
  28 Feb 2017 0 repositories listed
• Feasibility of Principal Component Analysis in hand gesture recognition system
  23 Feb 2017 0 repositories listed
• Visual response properties of MSTd emerge from a sparse population code
  22 Feb 2017 0 repositories listed
• Exemplar-Centered Supervised Shallow Parametric Data Embedding
  21 Feb 2017 0 repositories listed
• Cloud-based Deep Learning of Big EEG Data for Epileptic Seizure Prediction
  17 Feb 2017 0 repositories listed
• Maximally Correlated Principal Component Analysis
  17 Feb 2017 0 repositories listed
• RIPML: A Restricted Isometry Property based Approach to Multilabel Learning
  16 Feb 2017 0 repositories listed
• Stochastic Neighbor Embedding separates well-separated clusters
  9 Feb 2017 0 repositories listed
• Intrinsic Grassmann Averages for Online Linear, Robust and Nonlinear Subspace Learning
  3 Feb 2017 0 repositories listed
• Computational Techniques in Multispectral Image Processing: Application to the Syriac Galen Palimpsest
  31 Jan 2017 0 repositories listed
• Representation of big data by dimension reduction
  31 Jan 2017 0 repositories listed
• Faster Discovery of Faster System Configurations with Spectral Learning
  27 Jan 2017 0 repositories listed
• Stable Recovery Of Sparse Vectors From Random Sinusoidal Feature Maps
  23 Jan 2017 0 repositories listed
• A Deep Convolutional Auto-Encoder with Pooling - Unpooling Layers in Caffe
  18 Jan 2017 0 repositories listed
• Data-Driven Forecast of Dengue Outbreaks in Brazil: A Critical Assessment of Climate Conditions for Different Capitals
  31 Dec 2016 0 repositories listed
• Stochastic Multidimensional Scaling
  21 Dec 2016 0 repositories listed
• Fractal Descriptors of Texture Images Based on the Triangular Prism Dimension
  19 Dec 2016 0 repositories listed
• High Performance Software in Multidimensional Reduction Methods for Image Processing with Application to Ancient Manuscripts
  19 Dec 2016 0 repositories listed
• Non-Redundant Spectral Dimensionality Reduction
  11 Dec 2016 0 repositories listed
• Self-calibrating Neural Networks for Dimensionality Reduction
  11 Dec 2016 0 repositories listed
• Dimensionality Reduction of Massive Sparse Datasets Using Coresets
  1 Dec 2016 0 repositories listed
• Large Margin Discriminant Dimensionality Reduction in Prediction Space
  1 Dec 2016 0 repositories listed
• LSTM Autoencoders for Dialect Analysis
  1 Dec 2016 0 repositories listed
• Quantized Random Projections and Non-Linear Estimation of Cosine Similarity
  1 Dec 2016 0 repositories listed
• SenticNet 4: A Semantic Resource for Sentiment Analysis Based on Conceptual Primitives
  1 Dec 2016 0 repositories listed
• Adaptive Down-Sampling and Dimension Reduction in Time Elastic Kernel Machines for Efficient Recognition of Isolated Gestures
  23 Nov 2016 0 repositories listed
• Image-based localization using LSTMs for structured feature correlation
  23 Nov 2016 0 repositories listed
• Firing Rate Dynamics in Recurrent Spiking Neural Networks with Intrinsic and Network Heterogeneity
  21 Nov 2016 0 repositories listed
• ResFeats: Residual Network Based Features for Image Classification
  21 Nov 2016 0 repositories listed
• Scalable Adaptive Stochastic Optimization Using Random Projections
  21 Nov 2016 0 repositories listed
• Faster variational inducing input Gaussian process classification
  18 Nov 2016 0 repositories listed
• Generalized BackPropagation, Étude De Cas: Orthogonality
  17 Nov 2016 0 repositories listed
• Generalisation and Sharing in Triplet Convnets for Sketch based Visual Search
  16 Nov 2016 0 repositories listed
• Chiron: A Robust Recommendation System with Graph Regularizer
  15 Nov 2016 0 repositories listed
• Feature Engineering and Ensemble Modeling for Paper Acceptance Rank Prediction
  14 Nov 2016 0 repositories listed
• Error Metrics for Learning Reliable Manifolds from Streaming Data
  13 Nov 2016 0 repositories listed
• Policy Search with High-Dimensional Context Variables
  10 Nov 2016 0 repositories listed
• Audio Visual Speech Recognition using Deep Recurrent Neural Networks
  9 Nov 2016 0 repositories listed
• Information-Theoretic Bounds and Approximations in Neural Population Coding
  4 Nov 2016 0 repositories listed
• Quantum Laplacian Eigenmap
  2 Nov 2016 0 repositories listed
• Disentangling Topic Models: A Cross-cultural Analysis of Personal Values through Words
  1 Nov 2016 0 repositories listed
• A Category Space Approach to Supervised Dimensionality Reduction
  27 Oct 2016 0 repositories listed
• A Theoretical Analysis of Noisy Sparse Subspace Clustering on Dimensionality-Reduced Data
  24 Oct 2016 0 repositories listed
• UTD-CRSS Systems for 2016 NIST Speaker Recognition Evaluation
  24 Oct 2016 0 repositories listed
• Nonlinear Structural Vector Autoregressive Models for Inferring Effective Brain Network Connectivity
  20 Oct 2016 0 repositories listed
• Variational Koopman models: slow collective variables and molecular kinetics from short off-equilibrium simulations
  20 Oct 2016 0 repositories listed
• Structured adaptive and random spinners for fast machine learning computations
  19 Oct 2016 0 repositories listed