Browse State-of-the-Art › Dimensionality Reduction › Papers, page 23

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 23 of 34: papers 2,201 to 2,300 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.

• Spectral estimation from simulations via sketching
  21 Jul 2020 0 repositories listed
• Visualizing the Finer Cluster Structure of Large-Scale and High-Dimensional Data
  17 Jul 2020 0 repositories listed
• Attention or memory? Neurointerpretable agents in space and time
  9 Jul 2020 0 repositories listed
• Linear Tensor Projection Revealing Nonlinearity
  8 Jul 2020 0 repositories listed
• Manifold Learning via Manifold Deflation
  7 Jul 2020 0 repositories listed
• Generative Modeling for Atmospheric Convection
  3 Jul 2020 0 repositories listed
• Deep Neural Networks for Nonlinear Model Order Reduction of Unsteady Flows
  2 Jul 2020 0 repositories listed
• Deep neural networks for the evaluation and design of photonic devices
  30 Jun 2020 0 repositories listed
• Subspace approximation with outliers
  30 Jun 2020 0 repositories listed
• Local Neighbor Propagation Embedding
  29 Jun 2020 0 repositories listed
• VAE-KRnet and its applications to variational Bayes
  29 Jun 2020 0 repositories listed
• Nearest Neighbour Based Estimates of Gradients: Sharp Nonasymptotic Bounds and Applications
  26 Jun 2020 0 repositories listed
• Approximation Algorithms for Sparse Principal Component Analysis
  23 Jun 2020 0 repositories listed
• On Compression Principle and Bayesian Optimization for Neural Networks
  23 Jun 2020 0 repositories listed
• A Neural Network for Determination of Latent Dimensionality in Nonnegative Matrix Factorization
  22 Jun 2020 0 repositories listed
• Controlling for sparsity in sparse factor analysis models: adaptive latent feature sharing for piecewise linear dimensionality reduction
  22 Jun 2020 0 repositories listed
• Similarity Search with Tensor Core Units
  22 Jun 2020 0 repositories listed
• Estimating Model Uncertainty of Neural Networks in Sparse Information Form
  20 Jun 2020 0 repositories listed
• Performance Evaluation of t-SNE and MDS Dimensionality Reduction Techniques with KNN, ENN and SVM Classifiers
  20 Jun 2020 0 repositories listed
• Training (Overparametrized) Neural Networks in Near-Linear Time
  20 Jun 2020 0 repositories listed
• Weakly-correlated synapses promote dimension reduction in deep neural networks
  20 Jun 2020 0 repositories listed
• Evaluation Of Hidden Markov Models Using Deep CNN Features In Isolated Sign Recognition
  19 Jun 2020 0 repositories listed
• Precise expressions for random projections: Low-rank approximation and randomized Newton
  18 Jun 2020 0 repositories listed
• Rehabilitating Isomap: Euclidean Representation of Geodesic Structure
  18 Jun 2020 0 repositories listed
• The Dilemma Between Data Transformations and Adversarial Robustness for Time Series Application Systems
  18 Jun 2020 0 repositories listed
• Isometric Autoencoders
  16 Jun 2020 0 repositories listed
• Dimensionality reduction via path integration for computing mRNA distributions
  15 Jun 2020 0 repositories listed
• Supervised Visualization for Data Exploration
  15 Jun 2020 0 repositories listed
• Sample complexity and effective dimension for regression on manifolds
  13 Jun 2020 0 repositories listed
• An Augmented Translation Technique for low Resource language pair: Sanskrit to Hindi translation
  9 Jun 2020 0 repositories listed
• Human brain activity for machine attention
  9 Jun 2020 0 repositories listed
• A Semiparametric Approach to Interpretable Machine Learning
  8 Jun 2020 0 repositories listed
• Accelerated Search for Non-Negative Greedy Sparse Decomposition via Dimensionality Reduction
  8 Jun 2020 0 repositories listed
• Eigen-GNN: A Graph Structure Preserving Plug-in for GNNs
  8 Jun 2020 0 repositories listed
• Spectral convergence of diffusion maps: improved error bounds and an alternative normalisation
  3 Jun 2020 0 repositories listed
• Dimensionality Reduction for Sentiment Classification: Evolving for the Most Prominent and Separable Features
  1 Jun 2020 0 repositories listed
• Semi-supervised deep learning for high-dimensional uncertainty quantification
  1 Jun 2020 0 repositories listed
• Unsupervised Feature Selection via Multi-step Markov Transition Probability
  29 May 2020 0 repositories listed
• Physically interpretable machine learning algorithm on multidimensional non-linear fields
  28 May 2020 0 repositories listed
• QEBA: Query-Efficient Boundary-Based Blackbox Attack
  28 May 2020 0 repositories listed
• An Entropy Based Outlier Score and its Application to Novelty Detection for Road Infrastructure Images
  27 May 2020 0 repositories listed
• Extração e Classificação de Características Radiômicas em Gliomas de Baixo Grau para Análise da Codeleção 1p/19q
  26 May 2020 0 repositories listed
• Integrating LEO Satellite and UAV Relaying via Reinforcement Learning for Non-Terrestrial Networks
  26 May 2020 0 repositories listed
• Triplet-Based Wireless Channel Charting: Architecture and Experiments
  25 May 2020 0 repositories listed
• Rdimtools: An R package for Dimension Reduction and Intrinsic Dimension Estimation
  22 May 2020 0 repositories listed
• A cognitive based Intrusion detection system
  19 May 2020 0 repositories listed
• Transformation Based Deep Anomaly Detection in Astronomical Images
  15 May 2020 0 repositories listed
• OSACT4 Shared Task on Offensive Language Detection: Intensive Preprocessing-Based Approach
  14 May 2020 0 repositories listed
• Exchangeability, Conformal Prediction, and Rank Tests
  13 May 2020 0 repositories listed
• Low-Rank Nonlinear Decoding of μ-ECoG from the Primary Auditory Cortex
  6 May 2020 0 repositories listed
• Regularized Pooling
  6 May 2020 0 repositories listed
• Stochastic Bottleneck: Rateless Auto-Encoder for Flexible Dimensionality Reduction
  6 May 2020 0 repositories listed
• Probing Criticality in Quantum Spin Chains with Neural Networks
  5 May 2020 0 repositories listed
• Data-Space Inversion Using a Recurrent Autoencoder for Time-Series Parameterization
  30 Apr 2020 0 repositories listed
• The Information Bottleneck Problem and Its Applications in Machine Learning
  30 Apr 2020 0 repositories listed
• Memory-efficient training with streaming dimensionality reduction
  25 Apr 2020 0 repositories listed
• Multi-Objective Evolutionary approach for the Performance Improvement of Learners using Ensembling Feature selection and Discretization Technique on Medical data
  16 Apr 2020 0 repositories listed
• Spectral Learning on Matrices and Tensors
  16 Apr 2020 0 repositories listed
• Understanding Aesthetic Evaluation using Deep Learning
  15 Apr 2020 0 repositories listed
• Beyond Fine-tuning: Few-Sample Sentence Embedding Transfer
  10 Apr 2020 0 repositories listed
• Nonlinear Dimensionality Reduction for Data Visualization: An Unsupervised Fuzzy Rule-based Approach
  8 Apr 2020 0 repositories listed
• An information-geometric approach to feature extraction and moment reconstruction in dynamical systems
  5 Apr 2020 0 repositories listed
• DNA Methylation Data to Predict Suicidal and Non-Suicidal Deaths: A Machine Learning Approach
  4 Apr 2020 0 repositories listed
• Theoretical Insights into the Use of Structural Similarity Index In Generative Models and Inferential Autoencoders
  4 Apr 2020 0 repositories listed
• Company classification using machine learning
  31 Mar 2020 0 repositories listed
• A new set of cluster driven composite development indicators
  26 Mar 2020 0 repositories listed
• Coupled Control Systems: Periodic Orbit Generation with Application to Quadrupedal Locomotion
  18 Mar 2020 0 repositories listed
• Gaze-Sensing LEDs for Head Mounted Displays
  18 Mar 2020 0 repositories listed
• Optimal statistical inference in the presence of systematic uncertainties using neural network optimization based on binned Poisson likelihoods with nuisance parameters
  16 Mar 2020 0 repositories listed
• Unsupervised machine learning of quantum phase transitions using diffusion maps
  16 Mar 2020 0 repositories listed
• Data-Driven Deep Learning to Design Pilot and Channel Estimator For Massive MIMO
  12 Mar 2020 0 repositories listed
• Multivariate Functional Regression via Nested Reduced-Rank Regularization
  10 Mar 2020 0 repositories listed
• Multi-Scale Superpatch Matching using Dual Superpixel Descriptors
  9 Mar 2020 0 repositories listed
• Xtreaming: an incremental multidimensional projection technique and its application to streaming data
  8 Mar 2020 0 repositories listed
• Diffusion State Distances: Multitemporal Analysis, Fast Algorithms, and Applications to Biological Networks
  7 Mar 2020 0 repositories listed
• Spherical Principal Curves
  5 Mar 2020 0 repositories listed
• Graphon Pooling in Graph Neural Networks
  3 Mar 2020 0 repositories listed
• Supervised Dimensionality Reduction and Visualization using Centroid-encoder
  27 Feb 2020 0 repositories listed
• The Effectiveness of Johnson-Lindenstrauss Transform for High Dimensional Optimization With Adversarial Outliers, and the Recovery
  27 Feb 2020 0 repositories listed
• Dimensionality Reduction of Movement Primitives in Parameter Space
  26 Feb 2020 0 repositories listed
• Embedding Hard Physical Constraints in Convolutional Neural Networks for 3D Turbulence
  26 Feb 2020 0 repositories listed
• Inceptive Event Time-Surfaces for Object Classification Using Neuromorphic Cameras
  26 Feb 2020 0 repositories listed
• Multivariate time-series modeling with generative neural networks
  25 Feb 2020 0 repositories listed
• Reliable Distributed Clustering with Redundant Data Assignment
  20 Feb 2020 0 repositories listed
• Dimensionality Reduction and Motion Clustering during Activities of Daily Living: 3, 4, and 7 Degree-of-Freedom Arm Movements
  17 Feb 2020 0 repositories listed
• Fair Principal Component Analysis and Filter Design
  16 Feb 2020 0 repositories listed
• Stable Sparse Subspace Embedding for Dimensionality Reduction
  7 Feb 2020 0 repositories listed
• Optimal Iterative Sketching with the Subsampled Randomized Hadamard Transform
  3 Feb 2020 0 repositories listed
• Detecting Changes in Asset Co-Movement Using the Autoencoder Reconstruction Ratio
  23 Jan 2020 0 repositories listed
• Optimal estimation of sparse topic models
  22 Jan 2020 0 repositories listed
• Neighborhood Structure Assisted Non-negative Matrix Factorization and its Application in Unsupervised Point-wise Anomaly Detection
  17 Jan 2020 0 repositories listed
• ShapeVis: High-dimensional Data Visualization at Scale
  15 Jan 2020 0 repositories listed
• A Correspondence Analysis Framework for Author-Conference Recommendations
  8 Jan 2020 0 repositories listed
• A kernel Principal Component Analysis (kPCA) digest with a new backward mapping (pre-image reconstruction) strategy
  7 Jan 2020 0 repositories listed
• Review of Single-cell RNA-seq Data Clustering for Cell Type Identification and Characterization
  3 Jan 2020 0 repositories listed
• Estimating Model Uncertainty of Neural Network in Sparse Information Form
  1 Jan 2020 0 repositories listed
• MODiR: Multi-Objective Dimensionality Reduction for Joint Data Visualisation
  1 Jan 2020 0 repositories listed
• Upper bounds for Model-Free Row-Sparse Principal Component Analysis
  1 Jan 2020 0 repositories listed
• Measuring group-separability in geometrical space for evaluation of pattern recognition and embedding algorithms
  28 Dec 2019 0 repositories listed
• Learned SVD: solving inverse problems via hybrid autoencoding
  20 Dec 2019 0 repositories listed