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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 22 of 34: papers 2,101 to 2,200 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.

• Out-Of-Distribution Detection With Subspace Techniques And Probabilistic Modeling Of Features
  8 Dec 2020 0 repositories listed
• Data-driven Model Predictive Control Method for DFIG-based Wind Farm to Provide Primary Frequency Regulation Service
  7 Dec 2020 0 repositories listed
• Multitask machine learning of collective variables for enhanced sampling of rare events
  7 Dec 2020 0 repositories listed
• ESCAPED: Efficient Secure and Private Dot Product Framework for Kernel-based Machine Learning Algorithms with Applications in Healthcare
  4 Dec 2020 0 repositories listed
• Compressive Sensing Approaches for Sparse Distribution Estimation Under Local Privacy
  3 Dec 2020 0 repositories listed
• Consistent Representation Learning for High Dimensional Data Analysis
  1 Dec 2020 0 repositories listed
• Optimal Iterative Sketching Methods with the Subsampled Randomized Hadamard Transform
  1 Dec 2020 0 repositories listed
• Steering Distortions to Preserve Classes and Neighbors in Supervised Dimensionality Reduction
  1 Dec 2020 0 repositories listed
• YNU-oxz at SemEval-2020 Task 5: Detecting Counterfactuals Based on Ordered Neurons LSTM and Hierarchical Attention Network
  1 Dec 2020 0 repositories listed
• A Simple and Effective Approach to Robust Unsupervised Bilingual Dictionary Induction
  30 Nov 2020 0 repositories listed
• Blind signal decomposition of various word embeddings based on join and individual variance explained
  30 Nov 2020 0 repositories listed
• Hybrid quantum-classical classifier based on tensor network and variational quantum circuit
  30 Nov 2020 0 repositories listed
• t-EVA: Time-Efficient t-SNE Video Annotation
  26 Nov 2020 0 repositories listed
• Gaussian Process Latent Variable Flows for Massively Missing Data
  23 Nov 2020 0 repositories listed
• Manifold Partition Discriminant Analysis
  23 Nov 2020 0 repositories listed
• Angular Embedding: A New Angular Robust Principal Component Analysis
  22 Nov 2020 0 repositories listed
• Accelerating Text Mining Using Domain-Specific Stop Word Lists
  18 Nov 2020 0 repositories listed
• Optimizing Offer Sets in Sub-Linear Time
  17 Nov 2020 0 repositories listed
• Application of Computer Vision Techniques for Segregation of PlasticWaste based on Resin Identification Code
  16 Nov 2020 0 repositories listed
• Strong and weak principles of neural dimension reduction
  16 Nov 2020 0 repositories listed
• An efficient label-free analyte detection algorithm for time-resolved spectroscopy
  15 Nov 2020 0 repositories listed
• Functorial Manifold Learning
  15 Nov 2020 0 repositories listed
• TDAsweep: A Novel Dimensionality Reduction Method for Image Classification Tasks
  14 Nov 2020 0 repositories listed
• Federated Learning System without Model Sharing through Integration of Dimensional Reduced Data Representations
  13 Nov 2020 0 repositories listed
• Binary Matrix Factorisation via Column Generation
  9 Nov 2020 0 repositories listed
• Numerical Exploration of Training Loss Level-Sets in Deep Neural Networks
  9 Nov 2020 0 repositories listed
• Bayesian Nonparametric Dimensionality Reduction of Categorical Data for Predicting Severity of COVID-19 in Pregnant Women
  7 Nov 2020 0 repositories listed
• Uncertainty Quantification of Darcy Flow through Porous Media using Deep Gaussian Process
  3 Nov 2020 0 repositories listed
• Wheat Crop Yield Prediction Using Deep LSTM Model
  3 Nov 2020 0 repositories listed
• Fuzzy Pooling
  1 Nov 2020 0 repositories listed
• Going Beyond T-SNE: Exposing whatlies in Text Embeddings
  1 Nov 2020 0 repositories listed
• Towards Measuring Place Function Similarity at Fine Spatial Granularity with Trajectory Embedding
  31 Oct 2020 0 repositories listed
• RRScell method for automated single-cell profiling of multiplexed immunofluorescence cancer tissue
  30 Oct 2020 0 repositories listed
• The Mathematical Foundations of Manifold Learning
  30 Oct 2020 0 repositories listed
• Graph Regularized Autoencoder and its Application in Unsupervised Anomaly Detection
  29 Oct 2020 0 repositories listed
• Identifying Transition States of Chemical Kinetic Systems using Network Embedding Techniques
  29 Oct 2020 0 repositories listed
• Deep Manifold Transformation for Nonlinear Dimensionality Reduction
  28 Oct 2020 0 repositories listed
• Dimensionality Reduction and Anomaly Detection for CPPS Data using Autoencoder
  28 Oct 2020 0 repositories listed
• Improving the generalization of network based relative pose regression: dimension reduction as a regularizer
  24 Oct 2020 0 repositories listed
• Tensor Train Random Projection
  21 Oct 2020 0 repositories listed
• Integrating LEO Satellites and Multi-UAV Reinforcement Learning for Hybrid FSO/RF Non-Terrestrial Networks
  20 Oct 2020 0 repositories listed
• Statistical guarantees for generative models without domination
  19 Oct 2020 0 repositories listed
• Prediction of daily maximum ozone levels using Lasso sparse modeling method
  18 Oct 2020 0 repositories listed
• Causal learning with sufficient statistics: an information bottleneck approach
  12 Oct 2020 0 repositories listed
• 0-dimensional Homology Preserving Dimensionality Reduction with TopoMap
  10 Oct 2020 0 repositories listed
• Circular Coordinate Methods with Generalized Penalty Functions
  10 Oct 2020 0 repositories listed
• Causal Feature Selection with Dimension Reduction for Interpretable Text Classification
  9 Oct 2020 0 repositories listed
• Explanation and Use of Uncertainty Quantified by Bayesian Neural Network Classifiers for Breast Histopathology Images
  7 Oct 2020 0 repositories listed
• Combination of digital signal processing and assembled predictive models facilitates the rational design of proteins
  7 Oct 2020 0 repositories listed
• Parameter Optimization using high-dimensional Bayesian Optimization
  5 Oct 2020 0 repositories listed
• Bayesian Feature Selection in Joint Quantile Time Series Analysis
  4 Oct 2020 0 repositories listed
• Extreme-SAX: Extreme Points Based Symbolic Representation for Time Series Classification
  2 Oct 2020 0 repositories listed
• Modifying the Symbolic Aggregate Approximation Method to Capture Segment Trend Information
  2 Oct 2020 0 repositories listed
• Nonsmoothness in Machine Learning: specific structure, proximal identification, and applications
  2 Oct 2020 0 repositories listed
• Deep matrix factorizations
  1 Oct 2020 0 repositories listed
• Evaluation of company investment value based on machine learning
  30 Sep 2020 0 repositories listed
• Facilitate the Parametric Dimension Reduction by Gradient Clipping
  30 Sep 2020 0 repositories listed
• Linear Matrix Factorization Embeddings for Single-objective Optimization Landscapes
  30 Sep 2020 0 repositories listed
• Parametric UMAP: learning embeddings with deep neural networks for representation and semi-supervised learning
  28 Sep 2020 0 repositories listed
• Improved Dimensionality Reduction of various Datasets using Novel Multiplicative Factoring Principal Component Analysis (MPCA)
  25 Sep 2020 0 repositories listed
• Explainable, Stable, and Scalable Graph Convolutional Networks for Learning Graph Representation
  22 Sep 2020 0 repositories listed
• Deep Monocular Visual Odometry for Ground Vehicle
  21 Sep 2020 0 repositories listed
• Compact Learning for Multi-Label Classification
  18 Sep 2020 0 repositories listed
• Dimension Reduction in Contextual Online Learning via Nonparametric Variable Selection
  17 Sep 2020 0 repositories listed
• Learning a Deep Part-based Representation by Preserving Data Distribution
  17 Sep 2020 0 repositories listed
• Grassmannian diffusion maps based dimension reduction and classification for high-dimensional data
  16 Sep 2020 0 repositories listed
• Autonomous Learning of Features for Control: Experiments with Embodied and Situated Agents
  15 Sep 2020 0 repositories listed
• Sufficient Dimension Reduction for Average Causal Effect Estimation
  14 Sep 2020 0 repositories listed
• Applying a random projection algorithm to optimize machine learning model for breast lesion classification
  9 Sep 2020 0 repositories listed
• Dimension Reduction for High Dimensional Vector Autoregressive Models
  7 Sep 2020 0 repositories listed
• Improving Problem Identification via Automated Log Clustering using Dimensionality Reduction
  7 Sep 2020 0 repositories listed
• Screening Rules and its Complexity for Active Set Identification
  6 Sep 2020 0 repositories listed
• An approximate solution for options market-making in high dimension
  2 Sep 2020 0 repositories listed
• Transform Quantization for CNN (Convolutional Neural Network) Compression
  2 Sep 2020 0 repositories listed
• Applying a random projection algorithm to optimize machine learning model for predicting peritoneal metastasis in gastric cancer patients using CT images
  1 Sep 2020 0 repositories listed
• GRAFFL: Gradient-free Federated Learning of a Bayesian Generative Model
  29 Aug 2020 0 repositories listed
• Clustering small datasets in high-dimension by random projection
  21 Aug 2020 0 repositories listed
• Spectral independent component analysis with noise modeling for M/EEG source separation
  21 Aug 2020 0 repositories listed
• Bayesian neural networks and dimensionality reduction
  18 Aug 2020 0 repositories listed
• Unsupervised Transfer Learning for Anomaly Detection: Application to Complementary Operating Condition Transfer
  18 Aug 2020 0 repositories listed
• Principal Ellipsoid Analysis (PEA): Efficient non-linear dimension reduction & clustering
  17 Aug 2020 0 repositories listed
• Understanding Brain Dynamics for Color Perception using Wearable EEG headband
  17 Aug 2020 0 repositories listed
• Survey: Geometric Foundations of Data Reduction
  16 Aug 2020 0 repositories listed
• Physical Action Categorization using Signal Analysis and Machine Learning
  16 Aug 2020 0 repositories listed
• Supervised Learning with First-to-Spike Decoding in Multilayer Spiking Neural Networks
  16 Aug 2020 0 repositories listed
• An autoencoder-based reduced-order model for eigenvalue problems with application to neutron diffusion
  15 Aug 2020 0 repositories listed
• Feature Clustering for Support Identification in Extreme Regions
  13 Aug 2020 0 repositories listed
• Dimensionality Reduction via Diffusion Map Improved with Supervised Linear Projection
  8 Aug 2020 0 repositories listed
• Modal Principal Component Analysis
  7 Aug 2020 0 repositories listed
• Review of Swarm Intelligence-based Feature Selection Methods
  7 Aug 2020 0 repositories listed
• Performance Improvement of Path Planning algorithms with Deep Learning Encoder Model
  5 Aug 2020 0 repositories listed
• A Visual Analytics Framework for Reviewing Multivariate Time-Series Data with Dimensionality Reduction
  2 Aug 2020 0 repositories listed
• SMAP: A Joint Dimensionality Reduction Scheme for Secure Multi-Party Visualization
  30 Jul 2020 0 repositories listed
• On the Use of Interpretable Machine Learning for the Management of Data Quality
  29 Jul 2020 0 repositories listed
• Depth separation for reduced deep networks in nonlinear model reduction: Distilling shock waves in nonlinear hyperbolic problems
  28 Jul 2020 0 repositories listed
• Low-complexity Point Cloud Filtering for LiDAR by PCA-based Dimension Reduction
  28 Jul 2020 0 repositories listed
• Dimensionality Reduction for k-means Clustering
  26 Jul 2020 0 repositories listed
• Scalable Derivative-Free Optimization for Nonlinear Least-Squares Problems
  26 Jul 2020 0 repositories listed
• Image-Based Benchmarking and Visualization for Large-Scale Global Optimization
  24 Jul 2020 0 repositories listed
• Dimension reduction in recurrent networks by canonicalization
  23 Jul 2020 0 repositories listed