| Empirical likelihood approach for high-dimensional moment restrictions with dependent data | Feb 26, 2025 | Dimensionality ReductionTime Series | CodeCode Available | 0 | 5 |
| Error-Correcting Neural Networks for Two-Dimensional Curvature Computation in the Level-Set Method | Jan 22, 2022 | Dimensionality Reduction | CodeCode Available | 0 | 5 |
| ALPCAH: Sample-wise Heteroscedastic PCA with Tail Singular Value Regularization | Jul 6, 2023 | Dimensionality Reduction | CodeCode Available | 0 | 5 |
| Adaptive Weighted Nonnegative Matrix Factorization for Robust Feature Representation | Jun 7, 2022 | Dimensionality Reduction | CodeCode Available | 0 | 5 |
| Effective Dimensionality Reduction for Word Embeddings | Aug 1, 2019 | Dimensionality ReductionWord Embeddings | CodeCode Available | 0 | 5 |
| ECG Beats Fast Classification Base on Sparse Dictionaries | Sep 8, 2020 | ClassificationDictionary Learning | CodeCode Available | 0 | 5 |
| Efficient Algorithms for Regularized Nonnegative Scale-invariant Low-rank Approximation Models | Mar 27, 2024 | Dimensionality Reduction | CodeCode Available | 0 | 5 |
| A Linearly Convergent Algorithm for Distributed Principal Component Analysis | Jan 5, 2021 | Dimensionality Reduction | CodeCode Available | 0 | 5 |
| Dual-sPLS: a family of Dual Sparse Partial Least Squares regressions for feature selection and prediction with tunable sparsity; evaluation on simulated and near-infrared (NIR) data | Jan 17, 2023 | Dimensionality Reductionfeature selection | CodeCode Available | 0 | 5 |
| DysLexML: Screening Tool for Dyslexia Using Machine Learning | Mar 14, 2019 | BIG-bench Machine LearningDimensionality Reduction | CodeCode Available | 0 | 5 |
| Algorithms for Nonnegative Matrix Factorization with the Kullback-Leibler Divergence | Oct 5, 2020 | Dimensionality Reduction | CodeCode Available | 0 | 5 |
| DR-WLC: Dimensionality Reduction cognition for object detection and pose estimation by Watching, Learning and Checking | Jan 17, 2023 | 2D Object DetectionAutonomous Driving | CodeCode Available | 0 | 5 |
| Earthmover-based manifold learning for analyzing molecular conformation spaces | Oct 16, 2019 | Dimensionality Reduction | CodeCode Available | 0 | 5 |
| Efficient Algorithms for t-distributed Stochastic Neighborhood Embedding | Dec 25, 2017 | Dimensionality Reduction | CodeCode Available | 0 | 5 |
| Algorithms for Non-Negative Matrix Factorization on Noisy Data With Negative Values | Nov 8, 2023 | Dimensionality Reduction | CodeCode Available | 0 | 5 |
| Adaptive Mixtures of Factor Analyzers | Jul 10, 2015 | ClusteringDimensionality Reduction | CodeCode Available | 0 | 5 |
| Divergence Regulated Encoder Network for Joint Dimensionality Reduction and Classification | Dec 31, 2020 | ClassificationDimensionality Reduction | CodeCode Available | 0 | 5 |
| DMSSN: Distilled Mixed Spectral-Spatial Network for Hyperspectral Salient Object Detection | Mar 31, 2024 | Dimensionality ReductionKnowledge Distillation | CodeCode Available | 0 | 5 |
| DNN Feature Map Compression using Learned Representation over GF(2) | Aug 15, 2018 | Dimensionality ReductionGeneral Classification | CodeCode Available | 0 | 5 |
| Distribution Agnostic Symbolic Representations for Time Series Dimensionality Reduction and Online Anomaly Detection | May 20, 2021 | Anomaly DetectionClustering | CodeCode Available | 0 | 5 |
| A Latent Variable Approach to Gaussian Process Modeling with Qualitative and Quantitative Factors | Jun 19, 2018 | Dimensionality Reduction | CodeCode Available | 0 | 5 |
| Distributionally Robust Optimization with Markovian Data | Jun 12, 2021 | Dimensionality Reduction | CodeCode Available | 0 | 5 |
| A Large-Scale Sensitivity Analysis on Latent Embeddings and Dimensionality Reductions for Text Spatializations | Jul 25, 2024 | DescriptiveDimensionality Reduction | CodeCode Available | 0 | 5 |
| Explicitly Encouraging Low Fractional Dimensional Trajectories Via Reinforcement Learning | Dec 21, 2020 | Dimensionality Reductionreinforcement-learning | CodeCode Available | 0 | 5 |
| Distributed Variational Inference in Sparse Gaussian Process Regression and Latent Variable Models | Feb 6, 2014 | Dimensionality ReductionGaussian Processes | CodeCode Available | 0 | 5 |
| Funnels: Exact maximum likelihood with dimensionality reduction | Dec 15, 2021 | Dimensionality Reduction | CodeCode Available | 0 | 5 |
| AKRMap: Adaptive Kernel Regression for Trustworthy Visualization of Cross-Modal Embeddings | May 20, 2025 | Dimensionality Reductionregression | CodeCode Available | 0 | 5 |
| DimVis: Interpreting Visual Clusters in Dimensionality Reduction With Explainable Boosting Machine | Feb 10, 2024 | Dimensionality ReductionFeature Importance | CodeCode Available | 0 | 5 |
| Accelerated Stochastic Power Iteration | Jul 10, 2017 | Dimensionality Reduction | CodeCode Available | 0 | 5 |
| Dimensionality Reduction of Complex Metastable Systems via Kernel Embeddings of Transition Manifolds | Apr 18, 2019 | Dimensionality Reduction | CodeCode Available | 0 | 5 |
| A journey in ESN and LSTM visualisations on a language task | Dec 3, 2020 | Dimensionality ReductionSentence | CodeCode Available | 0 | 5 |
| ADAGIO: Fast Data-aware Near-Isometric Linear Embeddings | Sep 17, 2016 | Computational EfficiencyDimensionality Reduction | CodeCode Available | 0 | 5 |
| Dimension Reduction for Data with Heterogeneous Missingness | Sep 24, 2021 | Dimensionality ReductionMissing Values | CodeCode Available | 0 | 5 |
| Dimension reduction methods, persistent homology and machine learning for EEG signal analysis of Interictal Epileptic Discharges | Feb 18, 2025 | Dimensionality ReductionEEG | CodeCode Available | 0 | 5 |
| A Grid-based Method for Removing Overlaps of Dimensionality Reduction Scatterplot Layouts | Mar 8, 2019 | Dimensionality Reduction | CodeCode Available | 0 | 5 |
| Dimensionality Reduction using Similarity-induced Embeddings | Jun 18, 2017 | Dimensionality ReductionSupervised dimensionality reduction | CodeCode Available | 0 | 5 |
| Dimension-reduced Optimization of Multi-zone Thermostatically Controlled Loads | May 1, 2025 | Computational EfficiencyDimensionality Reduction | CodeCode Available | 0 | 5 |
| Dimensionality reduction, regularization, and generalization in overparameterized regressions | Nov 23, 2020 | Data PoisoningDimensionality Reduction | CodeCode Available | 0 | 5 |
| Dimensionality reduction of neuronal degeneracy reveals two interfering physiological mechanisms | May 3, 2024 | Dimensionality Reduction | CodeCode Available | 0 | 5 |
| Dimension Reduction and MARS | Feb 11, 2023 | Dimensionality Reductionregression | CodeCode Available | 0 | 5 |
| Weight Matrix Dimensionality Reduction in Deep Learning via Kronecker Multi-layer Architectures | Apr 8, 2022 | Deep LearningDimensionality Reduction | CodeCode Available | 0 | 5 |
| Dimensionality Reduction Meets Message Passing for Graph Node Embeddings | Feb 1, 2022 | Dimensionality ReductionNode Classification | CodeCode Available | 0 | 5 |
| Dimensionality Reduction for Binary Data through the Projection of Natural Parameters | Oct 21, 2015 | Dimensionality Reduction | CodeCode Available | 0 | 5 |
| Active Learning for Manifold Gaussian Process Regression | Jun 26, 2025 | Active LearningDimensionality Reduction | CodeCode Available | 0 | 5 |
| Dimensionality Reduction for Improving Out-of-Distribution Detection in Medical Image Segmentation | Aug 7, 2023 | Dimensionality ReductionImage Segmentation | CodeCode Available | 0 | 5 |
| Reducing the dimensionality of data using tempered distributions | Mar 12, 2019 | Dimensionality Reduction | CodeCode Available | 0 | 5 |
| A Heat Diffusion Perspective on Geodesic Preserving Dimensionality Reduction | May 30, 2023 | DenoisingDimensionality Reduction | CodeCode Available | 0 | 5 |
| Detecting covariate drift in text data using document embeddings and dimensionality reduction | Sep 17, 2023 | ClassificationDimensionality Reduction | CodeCode Available | 0 | 5 |
| Differentiable VQ-VAE's for Robust White Matter Streamline Encodings | Nov 10, 2023 | Dimensionality Reduction | CodeCode Available | 0 | 5 |
| Derivative-enhanced Deep Operator Network | Feb 29, 2024 | Dimensionality Reduction | CodeCode Available | 0 | 5 |
