Browse State-of-the-Art › Dimensionality Reduction › Papers, page 18

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 18 of 34: papers 1,701 to 1,800 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 Proper Orthogonal Decomposition approach for parameters reduction of Single Shot Detector networks
  27 Jul 2022 0 repositories listed
• Laplacian-based Cluster-Contractive t-SNE for High Dimensional Data Visualization
  25 Jul 2022 0 repositories listed
• FastSVD-ML-ROM: A Reduced-Order Modeling Framework based on Machine Learning for Real-Time Applications
  24 Jul 2022 0 repositories listed
• SSBNet: Improving Visual Recognition Efficiency by Adaptive Sampling
  23 Jul 2022 0 repositories listed
• A Supervised Tensor Dimension Reduction-Based Prognostics Model for Applications with Incomplete Imaging Data
  22 Jul 2022 0 repositories listed
• Principal Geodesic Analysis of Merge Trees (and Persistence Diagrams)
  22 Jul 2022 0 repositories listed
• Deep Sufficient Representation Learning via Mutual Information
  21 Jul 2022 0 repositories listed
• Natural language processing for clusterization of genes according to their functions
  17 Jul 2022 0 repositories listed
• Learnable Mixed-precision and Dimension Reduction Co-design for Low-storage Activation
  16 Jul 2022 0 repositories listed
• Near-Linear Time and Fixed-Parameter Tractable Algorithms for Tensor Decompositions
  15 Jul 2022 0 repositories listed
• A Meta-learning Formulation of the Autoencoder Problem for Non-linear Dimensionality Reduction
  14 Jul 2022 0 repositories listed
• On the Selection of Tuning Parameters for Patch-Stitching Embedding Methods
  14 Jul 2022 0 repositories listed
• Beam-Space MIMO Radar for Joint Communication and Sensing with OTFS Modulation
  12 Jul 2022 0 repositories listed
• Horizontal and Vertical Attention in Transformers
  10 Jul 2022 0 repositories listed
• UDRN: Unified Dimensional Reduction Neural Network for Feature Selection and Feature Projection
  8 Jul 2022 0 repositories listed
• A Hybrid Approach for Binary Classification of Imbalanced Data
  6 Jul 2022 0 repositories listed
• Multi-scale Sinusoidal Embeddings Enable Learning on High Resolution Mass Spectrometry Data
  6 Jul 2022 0 repositories listed
• Tricking the Hashing Trick: A Tight Lower Bound on the Robustness of CountSketch to Adaptive Inputs
  3 Jul 2022 0 repositories listed
• UAEM-ITAM at SemEval-2022 Task 5: Vision-Language Approach to Recognize Misogynous Content in Memes
  1 Jul 2022 0 repositories listed
• Extreme compression of sentence-transformer ranker models: faster inference, longer battery life, and less storage on edge devices
  29 Jun 2022 0 repositories listed
• Feature Learning for Nonlinear Dimensionality Reduction toward Maximal Extraction of Hidden Patterns
  28 Jun 2022 0 repositories listed
• Estimation and Inference in High-Dimensional Panel Data Models with Interactive Fixed Effects
  24 Jun 2022 0 repositories listed
• Deep Reinforcement Learning-Assisted Federated Learning for Robust Short-term Utility Demand Forecasting in Electricity Wholesale Markets
  23 Jun 2022 0 repositories listed
• Self-Supervised Training with Autoencoders for Visual Anomaly Detection
  23 Jun 2022 0 repositories listed
• Improving Triplet-Based Channel Charting on Distributed Massive MIMO Measurements
  20 Jun 2022 0 repositories listed
• Regression of high dimensional angular momentum states of light
  20 Jun 2022 0 repositories listed
• Tree-Guided Rare Feature Selection and Logic Aggregation with Electronic Health Records Data
  18 Jun 2022 0 repositories listed
• DPDR: A novel machine learning method for the Decision Process for Dimensionality Reduction
  17 Jun 2022 0 repositories listed
• Improved Gaussian-Bernoulli Restricted Boltzmann Machines for UAV-Ground Communication Systems
  16 Jun 2022 0 repositories listed
• Bayesian Learning of Parameterised Quantum Circuits
  15 Jun 2022 0 repositories listed
• Broadband Beamforming via Linear Embedding
  14 Jun 2022 0 repositories listed
• Evolutionary Echo State Network: evolving reservoirs in the Fourier space
  10 Jun 2022 0 repositories listed
• Hierarchical mixtures of Gaussians for combined dimensionality reduction and clustering
  10 Jun 2022 0 repositories listed
• Exploring Predictive States via Cantor Embeddings and Wasserstein Distance
  9 Jun 2022 0 repositories listed
• Click prediction boosting via Bayesian hyperparameter optimization based ensemble learning pipelines
  7 Jun 2022 0 repositories listed
• Classification at the Accuracy Limit -- Facing the Problem of Data Ambiguity
  4 Jun 2022 0 repositories listed
• First-Order Algorithms for Min-Max Optimization in Geodesic Metric Spaces
  4 Jun 2022 0 repositories listed
• Finding Rule-Interpretable Non-Negative Data Representation
  3 Jun 2022 0 repositories listed
• Impact of the composition of feature extraction and class sampling in medicare fraud detection
  3 Jun 2022 0 repositories listed
• AVIDA: Alternating method for Visualizing and Integrating Data
  31 May 2022 0 repositories listed
• Principal Component Analysis based frameworks for efficient missing data imputation algorithms
  30 May 2022 0 repositories listed
• Cost-efficient Gaussian Tensor Network Embeddings for Tensor-structured Inputs
  26 May 2022 0 repositories listed
• Self-supervised Pretraining and Transfer Learning Enable Flu and COVID-19 Predictions in Small Mobile Sensing Datasets
  26 May 2022 0 repositories listed
• PCA-Boosted Autoencoders for Nonlinear Dimensionality Reduction in Low Data Regimes
  23 May 2022 0 repositories listed
• The Forecasting performance of the Factor model with Martingale Difference errors
  20 May 2022 0 repositories listed
• Precoder Design for Correlated Data Aggregation via Over-the-Air Computation in Sensor Networks
  6 May 2022 0 repositories listed
• LIDER: An Efficient High-dimensional Learned Index for Large-scale Dense Passage Retrieval
  2 May 2022 0 repositories listed
• Revisiting Classical Multiclass Linear Discriminant Analysis with a Novel Prototype-based Interpretable Solution
  2 May 2022 0 repositories listed
• A New Dimensionality Reduction Method Based on Hensel's Compression for Privacy Protection in Federated Learning
  1 May 2022 0 repositories listed
• Data-driven control of spatiotemporal chaos with reduced-order neural ODE-based models and reinforcement learning
  1 May 2022 0 repositories listed
• Drone Flocking Optimization using NSGA-II and Principal Component Analysis
  1 May 2022 0 repositories listed
• Representative period selection for power system planning using autoencoder-based dimensionality reduction
  28 Apr 2022 0 repositories listed
• BYTECOVER2: TOWARDS DIMENSIONALITY REDUCTION OF LATENT EMBEDDING FOR EFFICIENT COVER SONG IDENTIFICATION
  27 Apr 2022 0 repositories listed
• On the Use of Dimension Reduction or Signal Separation Methods for Nitrogen River Pollution Source Identification
  27 Apr 2022 0 repositories listed
• Trainable Compound Activation Functions for Machine Learning
  25 Apr 2022 0 repositories listed
• Dimension Reduction for time series with Variational AutoEncoders
  23 Apr 2022 0 repositories listed
• Capturing the Denoising Effect of PCA via Compression Ratio
  22 Apr 2022 0 repositories listed
• Delamination prediction in composite panels using unsupervised-feature learning methods with wavelet-enhanced guided wave representations
  20 Apr 2022 0 repositories listed
• A dynamical systems based framework for dimension reduction
  18 Apr 2022 0 repositories listed
• Exploring Dimensionality Reduction Techniques in Multilingual Transformers
  18 Apr 2022 0 repositories listed
• Assessment of convolutional recurrent autoencoder network for learning wave propagation
  12 Apr 2022 0 repositories listed
• RMFGP: Rotated Multi-fidelity Gaussian process with Dimension Reduction for High-dimensional Uncertainty Quantification
  11 Apr 2022 0 repositories listed
• T- Hop: Tensor representation of paths in graph convolutional networks
  11 Apr 2022 0 repositories listed
• Covariance matrix preparation for quantum principal component analysis
  7 Apr 2022 0 repositories listed
• MultiAuto-DeepONet: A Multi-resolution Autoencoder DeepONet for Nonlinear Dimension Reduction, Uncertainty Quantification and Operator Learning of Forward and Inverse Stochastic Problems
  7 Apr 2022 0 repositories listed
• An efficient real-time target tracking algorithm using adaptive feature fusion
  5 Apr 2022 0 repositories listed
• Nearly minimax robust estimator of the mean vector by iterative spectral dimension reduction
  5 Apr 2022 0 repositories listed
• Leveraging triplet loss and nonlinear dimensionality reduction for on-the-fly channel charting
  4 Apr 2022 0 repositories listed
• MLPro: A System for Hosting Crowdsourced Machine Learning Challenges for Open-Ended Research Problems
  4 Apr 2022 0 repositories listed
• Application of Dimensional Reduction in Artificial Neural Networks to Improve Emergency Department Triage During Chemical Mass Casualty Incidents
  1 Apr 2022 0 repositories listed
• 1-D CNN based Acoustic Scene Classification via Reducing Layer-wise Dimensionality
  31 Mar 2022 0 repositories listed
• Ternary and Binary Quantization for Improved Classification
  31 Mar 2022 0 repositories listed
• Digital Fingerprinting of Microstructures
  25 Mar 2022 0 repositories listed
• Theoretical Connection between Locally Linear Embedding, Factor Analysis, and Probabilistic PCA
  25 Mar 2022 0 repositories listed
• Evolution is Driven by Natural Autoencoding: Reframing Species, Interaction Codes, Cooperation, and Sexual Reproduction
  22 Mar 2022 0 repositories listed
• Subspace Modeling for Fast Out-Of-Distribution and Anomaly Detection
  20 Mar 2022 0 repositories listed
• Dimensionality Reduction and Wasserstein Stability for Kernel Regression
  17 Mar 2022 0 repositories listed
• Accelerating Plug-and-Play Image Reconstruction via Multi-Stage Sketched Gradients
  14 Mar 2022 0 repositories listed
• Dimensionality Reduction and Prioritized Exploration for Policy Search
  9 Mar 2022 0 repositories listed
• Bayesian Calibration for Activity Based Models
  8 Mar 2022 0 repositories listed
• Diffusion Maps : Using the Semigroup Property for Parameter Tuning
  6 Mar 2022 0 repositories listed
• Uniform Approximations for Randomized Hadamard Transforms with Applications
  3 Mar 2022 0 repositories listed
• Split Semantic Detection in Sandplay Images
  2 Mar 2022 0 repositories listed
• Are Latent Factor Regression and Sparse Regression Adequate?
  2 Mar 2022 0 repositories listed
• On the Robustness of CountSketch to Adaptive Inputs
  28 Feb 2022 0 repositories listed
• ANTLER: Bayesian Nonlinear Tensor Learning and Modeler for Unstructured, Varying-Size Point Cloud Data
  25 Feb 2022 0 repositories listed
• Generalised Gaussian Process Latent Variable Models (GPLVM) with Stochastic Variational Inference
  25 Feb 2022 0 repositories listed
• Learning Multi-Task Gaussian Process Over Heterogeneous Input Domains
  25 Feb 2022 0 repositories listed
• Exploring the Unfairness of DP-SGD Across Settings
  24 Feb 2022 0 repositories listed
• Large Scale Passenger Detection with Smartphone/Bus Implicit Interaction and Multisensory Unsupervised Cause-effect Learning
  24 Feb 2022 0 repositories listed
• A Dimensionality Reduction Method for Finding Least Favorable Priors with a Focus on Bregman Divergence
  23 Feb 2022 0 repositories listed
• Human Motion Detection Using Sharpened Dimensionality Reduction and Clustering
  23 Feb 2022 0 repositories listed
• Thermal hand image segmentation for biometric recognition
  23 Feb 2022 0 repositories listed
• Non-Volatile Memory Accelerated Geometric Multi-Scale Resolution Analysis
  21 Feb 2022 0 repositories listed
• Schrödinger Risk Diversification Portfolio
  21 Feb 2022 0 repositories listed
• Using the left Gram matrix to cluster high dimensional data
  16 Feb 2022 0 repositories listed
• Deep learning and differential equations for modeling changes in individual-level latent dynamics between observation periods
  15 Feb 2022 0 repositories listed
• Taking a Step Back with KCal: Multi-Class Kernel-Based Calibration for Deep Neural Networks
  15 Feb 2022 0 repositories listed
• A Generic Self-Supervised Framework of Learning Invariant Discriminative Features
  14 Feb 2022 0 repositories listed
• Design of Explainability Module with Experts in the Loop for Visualization and Dynamic Adjustment of Continual Learning
  14 Feb 2022 0 repositories listed