Browse State-of-the-Art › Dimensionality Reduction › Papers, page 21

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 21 of 34: papers 2,001 to 2,100 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.

• Grassmann Iterative Linear Discriminant Analysis with Proxy Matrix Optimization
  16 Apr 2021 0 repositories listed
• Jointly Modeling and Clustering Tensors in High Dimensions
  15 Apr 2021 0 repositories listed
• Unsupervised low-rank representations for speech emotion recognition
  14 Apr 2021 0 repositories listed
• Deconfounding Scores: Feature Representations for Causal Effect Estimation with Weak Overlap
  12 Apr 2021 0 repositories listed
• Class-Wise Principal Component Analysis for hyperspectral image feature extraction
  9 Apr 2021 0 repositories listed
• Granger Causality Based Hierarchical Time Series Clustering for State Estimation
  9 Apr 2021 0 repositories listed
• Deep Features for training Support Vector Machine
  8 Apr 2021 0 repositories listed
• Predicting Inflation with Recurrent Neural Networks
  8 Apr 2021 0 repositories listed
• Adapting Speaker Embeddings for Speaker Diarisation
  7 Apr 2021 0 repositories listed
• Dopamine Transporter SPECT Image Classification for Neurodegenerative Parkinsonism via Diffusion Maps and Machine Learning Classifiers
  6 Apr 2021 0 repositories listed
• Mitigating Gradient-based Adversarial Attacks via Denoising and Compression
  3 Apr 2021 0 repositories listed
• The Effects of Spectral Dimensionality Reduction on Hyperspectral Pixel Classification: A Case Study
  1 Apr 2021 0 repositories listed
• Dimension reduction of open-high-low-close data in candlestick chart based on pseudo-PCA
  31 Mar 2021 0 repositories listed
• 1-Bit Compressive Sensing for Efficient Federated Learning Over the Air
  30 Mar 2021 0 repositories listed
• High-Dimensional Bayesian Optimization with Multi-Task Learning for RocksDB
  30 Mar 2021 0 repositories listed
• GridDehazeNet+: An Enhanced Multi-Scale Network with Intra-Task Knowledge Transfer for Single Image Dehazing
  25 Mar 2021 0 repositories listed
• Model Order Reduction based on Runge-Kutta Neural Network
  25 Mar 2021 0 repositories listed
• A VAE-Bayesian Deep Learning Scheme for Solar Generation Forecasting based on Dimensionality Reduction
  24 Mar 2021 0 repositories listed
• Measuring and modeling the motor system with machine learning
  22 Mar 2021 0 repositories listed
• Interpretable Machine Learning: Fundamental Principles and 10 Grand Challenges
  20 Mar 2021 0 repositories listed
• LSDAT: Low-Rank and Sparse Decomposition for Decision-based Adversarial Attack
  19 Mar 2021 0 repositories listed
• Unsupervised Anomaly Segmentation using Image-Semantic Cycle Translation
  16 Mar 2021 0 repositories listed
• Data Discovery Using Lossless Compression-Based Sparse Representation
  15 Mar 2021 0 repositories listed
• Distributed Principal Subspace Analysis for Partitioned Big Data: Algorithms, Analysis, and Implementation
  11 Mar 2021 0 repositories listed
• A Local Similarity-Preserving Framework for Nonlinear Dimensionality Reduction with Neural Networks
  10 Mar 2021 0 repositories listed
• Empirical comparison between autoencoders and traditional dimensionality reduction methods
  8 Mar 2021 0 repositories listed
• Grassmann Graph Embedding
  8 Mar 2021 0 repositories listed
• Low-Rank Isomap Algorithm
  6 Mar 2021 0 repositories listed
• Hard-label Manifolds: Unexpected Advantages of Query Efficiency for Finding On-manifold Adversarial Examples
  4 Mar 2021 0 repositories listed
• SCALE SPACE FLOW WITH AUTOREGRESSIVE PRIORS
  4 Mar 2021 0 repositories listed
• FedPower: Privacy-Preserving Distributed Eigenspace Estimation
  1 Mar 2021 0 repositories listed
• The Mathematics Behind Spectral Clustering And The Equivalence To PCA
  1 Mar 2021 0 repositories listed
• Detection of Alzheimer's Disease Using Graph-Regularized Convolutional Neural Network Based on Structural Similarity Learning of Brain Magnetic Resonance Images
  25 Feb 2021 0 repositories listed
• Quantization Algorithms for Random Fourier Features
  25 Feb 2021 0 repositories listed
• t-SNE, Forceful Colorings and Mean Field Limits
  25 Feb 2021 0 repositories listed
• Learning-Augmented Sketches for Hessians
  24 Feb 2021 0 repositories listed
• Theoretical Understandings of Product Embedding for E-commerce Machine Learning
  24 Feb 2021 0 repositories listed
• Multi-Space Evolutionary Search for Large-Scale Optimization
  23 Feb 2021 0 repositories listed
• A-DenseUNet: Adaptive Densely Connected UNet for Polyp Segmentation in Colonoscopy Images with Atrous Convolution
  19 Feb 2021 0 repositories listed
• A Deep Embedded Refined Clustering Approach for Breast Cancer Distinction based on DNA Methylation
  18 Feb 2021 0 repositories listed
• Joint Characterization of Multiscale Information in High Dimensional Data
  18 Feb 2021 0 repositories listed
• Random Projections for Improved Adversarial Robustness
  18 Feb 2021 0 repositories listed
• DAC: Deep Autoencoder-based Clustering, a General Deep Learning Framework of Representation Learning
  15 Feb 2021 0 repositories listed
• Forecasting Nonnegative Time Series via Sliding Mask Method (SMM) and Latent Clustered Forecast (LCF)
  10 Feb 2021 0 repositories listed
• Communication-efficient k-Means for Edge-based Machine Learning
  8 Feb 2021 0 repositories listed
• Direction and Constraint in Phenotypic Evolution: Dimension Reduction and Global Proportionality in Phenotype Fluctuation and Responses
  5 Feb 2021 0 repositories listed
• Matrix Decomposition on Graphs: A Functional View
  5 Feb 2021 0 repositories listed
• Robust Principal Component Analysis: A Median of Means Approach
  5 Feb 2021 0 repositories listed
• Optimizing Unlicensed Band Spectrum Sharing With Subspace-Based Pareto Tracing
  2 Feb 2021 0 repositories listed
• System-reliability based multi-ensemble of GAN and one-class joint Gaussian distributions for unsupervised real-time structural health monitoring
  1 Feb 2021 0 repositories listed
• Exploring the Geometry and Topology of Neural Network Loss Landscapes
  31 Jan 2021 0 repositories listed
• Spike and slab Bayesian sparse principal component analysis
  30 Jan 2021 0 repositories listed
• Federated Learning over Wireless Device-to-Device Networks: Algorithms and Convergence Analysis
  29 Jan 2021 0 repositories listed
• POD-DL-ROM: enhancing deep learning-based reduced order models for nonlinear parametrized PDEs by proper orthogonal decomposition
  28 Jan 2021 0 repositories listed
• Accuracy and Privacy Evaluations of Collaborative Data Analysis
  27 Jan 2021 0 repositories listed
• Contrastive analysis for scatterplot-based representations of dimensionality reduction
  26 Jan 2021 0 repositories listed
• Probability distributions for analog-to-target distances
  26 Jan 2021 0 repositories listed
• Domain-Dependent Speaker Diarization for the Third DIHARD Challenge
  25 Jan 2021 0 repositories listed
• Novel Recording Studio Features for Music Information Retrieval
  25 Jan 2021 0 repositories listed
• Feature Selection Using Reinforcement Learning
  23 Jan 2021 0 repositories listed
• Does a Hybrid Neural Network based Feature Selection Model Improve Text Classification?
  22 Jan 2021 0 repositories listed
• Machine Learning in LiDAR 3D point clouds
  22 Jan 2021 0 repositories listed
• Sparsistent filtering of comovement networks from high-dimensional data
  22 Jan 2021 0 repositories listed
• Unsupervised Imputation of Non-ignorably Missing Data Using Importance-Weighted Autoencoders
  18 Jan 2021 0 repositories listed
• HyperNTF: A Hypergraph Regularized Nonnegative Tensor Factorization for Dimensionality Reduction
  18 Jan 2021 0 repositories listed
• Multi-point dimensionality reduction to improve projection layout reliability
  15 Jan 2021 0 repositories listed
• Entangled Kernels -- Beyond Separability
  14 Jan 2021 0 repositories listed
• Joint Dimensionality Reduction for Separable Embedding Estimation
  14 Jan 2021 0 repositories listed
• Physics-aware, probabilistic model order reduction with guaranteed stability
  14 Jan 2021 0 repositories listed
• VoxelHop: Successive Subspace Learning for ALS Disease Classification Using Structural MRI
  13 Jan 2021 0 repositories listed
• Classification of Schizophrenia from Functional MRI Using Large-scale Extended Granger Causality
  12 Jan 2021 0 repositories listed
• Data augmentation and feature selection for automatic model recommendation in computational physics
  12 Jan 2021 0 repositories listed
• Scaling Up Bayesian Uncertainty Quantification for Inverse Problems using Deep Neural Networks
  11 Jan 2021 0 repositories listed
• Towards glass-box CNNs
  11 Jan 2021 0 repositories listed
• Large-scale Augmented Granger Causality (lsAGC) for Connectivity Analysis in Complex Systems: From Computer Simulations to Functional MRI (fMRI)
  10 Jan 2021 0 repositories listed
• Large-Scale Extended Granger Causality for Classification of Marijuana Users From Functional MRI
  6 Jan 2021 0 repositories listed
• Order Embeddings from Merged Ontologies using Sketching
  6 Jan 2021 0 repositories listed
• Smile and Laugh Expressions Detection Based on Local Minimum Key Points
  6 Jan 2021 0 repositories listed
• Analyzing movies to predict their commercial viability for producers
  5 Jan 2021 0 repositories listed
• Factor Analysis, Probabilistic Principal Component Analysis, Variational Inference, and Variational Autoencoder: Tutorial and Survey
  4 Jan 2021 0 repositories listed
• Protecting Big Data Privacy Using Randomized Tensor Network Decomposition and Dispersed Tensor Computation
  4 Jan 2021 0 repositories listed
• A new parsimonious method for classifying Cancer Tissue-of-Origin Based on DNA Methylation 450K data
  3 Jan 2021 0 repositories listed
• Deep Manifold Computing and Visualization Using Elastic Locally Isometric Smoothness
  1 Jan 2021 0 repositories listed
• Graph Learning via Spectral Densification
  1 Jan 2021 0 repositories listed
• Graph Neural Network Acceleration via Matrix Dimension Reduction
  1 Jan 2021 0 repositories listed
• On the Importance of Distraction-Robust Representations for Robot Learning
  1 Jan 2021 0 repositories listed
• Selective Sensing: A Data-driven Nonuniform Subsampling Approach for Computation-free On-Sensor Data Dimensionality Reduction
  1 Jan 2021 0 repositories listed
• Stochastic Approximation for Online Tensorial Independent Component Analysis
  28 Dec 2020 0 repositories listed
• Exploiting Vulnerability of Pooling in Convolutional Neural Networks by Strict Layer-Output Manipulation for Adversarial Attacks
  21 Dec 2020 0 repositories listed
• Instance Space Analysis for the Car Sequencing Problem
  18 Dec 2020 0 repositories listed
• Upper and Lower Bounds on the Performance of Kernel PCA
  18 Dec 2020 0 repositories listed
• SRoll3: A neural network approach to reduce large-scale systematic effects in the Planck High Frequency Instrument maps
  17 Dec 2020 0 repositories listed
• Difficulty in estimating visual information from randomly sampled images
  16 Dec 2020 0 repositories listed
• Real-time Inflation Forecasting Using Non-linear Dimension Reduction Techniques
  15 Dec 2020 0 repositories listed
• A t-SNE Based Classification Approach to Compositional Microbiome Data
  14 Dec 2020 0 repositories listed
• Clustering high dimensional meteorological scenarios: results and performance index
  14 Dec 2020 0 repositories listed
• Recovery of Linear Components: Reduced Complexity Autoencoder Designs
  14 Dec 2020 0 repositories listed
• Process monitoring based on orthogonal locality preserving projection with maximum likelihood estimation
  13 Dec 2020 0 repositories listed
• Generating semantic maps through multidimensional scaling: linguistic applications and theory
  9 Dec 2020 0 repositories listed
• Spatial noise-aware temperature retrieval from infrared sounder data
  9 Dec 2020 0 repositories listed