| A new computationally efficient algorithm to solve Feature Selection for Functional Data Classification in high-dimensional spaces | Jan 11, 2024 | ClassificationComputational Efficiency | CodeCode Available | 1 | 5 |
| Revisiting Dynamic Convolution via Matrix Decomposition | Mar 15, 2021 | Dimensionality Reduction | CodeCode Available | 1 | 5 |
| A local approach to parameter space reduction for regression and classification tasks | Jul 22, 2021 | ClusteringDimensionality Reduction | CodeCode Available | 1 | 5 |
| R-PointHop: A Green, Accurate, and Unsupervised Point Cloud Registration Method | Mar 15, 2021 | AttributeDimensionality Reduction | CodeCode Available | 1 | 5 |
| Effective Sample Size, Dimensionality, and Generalization in Covariate Shift Adaptation | Oct 2, 2020 | Dimensionality ReductionDomain Adaptation | CodeCode Available | 1 | 5 |
| scCDCG: Efficient Deep Structural Clustering for single-cell RNA-seq via Deep Cut-informed Graph Embedding | Apr 9, 2024 | ClusteringDimensionality Reduction | CodeCode Available | 1 | 5 |
| Curvature-based Feature Selection with Application in Classifying Electronic Health Records | Jan 10, 2021 | Breast Cancer DetectionBreast Tissue Identification | CodeCode Available | 1 | 5 |
| Deep Convolutional Autoencoders for reconstructing magnetic resonance images of the healthy brain | Jan 19, 2021 | Data AugmentationDimensionality Reduction | CodeCode Available | 1 | 5 |
| DartMinHash: Fast Sketching for Weighted Sets | May 23, 2020 | Dimensionality Reduction | CodeCode Available | 1 | 5 |
| DataLens: Scalable Privacy Preserving Training via Gradient Compression and Aggregation | Mar 20, 2021 | Dimensionality ReductionNavigate | CodeCode Available | 1 | 5 |
| Spectral Clustering of Attributed Multi-relational Graphs | Nov 3, 2023 | ClusteringDimensionality Reduction | CodeCode Available | 1 | 5 |
| Statistical power for cluster analysis | Mar 1, 2020 | ClusteringDimensionality Reduction | CodeCode Available | 1 | 5 |
| Deep active subspaces - a scalable method for high-dimensional uncertainty propagation | Feb 27, 2019 | Dimensionality ReductionUncertainty Quantification | CodeCode Available | 1 | 5 |
| Stochastic Optimal Control for Collective Variable Free Sampling of Molecular Transition Paths | Jun 27, 2022 | Dimensionality Reduction | CodeCode Available | 1 | 5 |
| Deep Dimension Reduction for Supervised Representation Learning | Jun 10, 2020 | Dimensionality ReductionDisentanglement | CodeCode Available | 1 | 5 |
| A Memory Efficient Baseline for Open Domain Question Answering | Dec 30, 2020 | Dimensionality ReductionOpen-Domain Question Answering | CodeCode Available | 1 | 5 |
| Deep Domain Adaptation: A Sim2Real Neural Approach for Improving Eye-Tracking Systems | Mar 23, 2024 | Dimensionality ReductionDomain Adaptation | CodeCode Available | 1 | 5 |
| Targeted Visualization of the Backbone of Encoder LLMs | Mar 26, 2024 | Dimensionality Reductionimage-classification | CodeCode Available | 1 | 5 |
| The chemical space of terpenes: insights from data science and AI | Oct 27, 2021 | ClusteringDimensionality Reduction | CodeCode Available | 1 | 5 |
| Multiscale modeling of inelastic materials with Thermodynamics-based Artificial Neural Networks (TANN) | Aug 30, 2021 | Dimensionality Reduction | CodeCode Available | 1 | 5 |
| Tired of Topic Models? Clusters of Pretrained Word Embeddings Make for Fast and Good Topics too! | Apr 30, 2020 | ClusteringDimensionality Reduction | CodeCode Available | 1 | 5 |
| TLDR: Twin Learning for Dimensionality Reduction | Oct 18, 2021 | Dimensionality ReductionRepresentation Learning | CodeCode Available | 1 | 5 |
| Invertible Concept-based Explanations for CNN Models with Non-negative Concept Activation Vectors | Jun 27, 2020 | ClusteringDimensionality Reduction | CodeCode Available | 1 | 5 |
| Principal Component Analysis in Space Forms | Jan 6, 2023 | Dimensionality ReductionForm | CodeCode Available | 1 | 5 |
| Deep Learning of Individual Aesthetics | Sep 24, 2020 | Deep LearningDimensionality Reduction | CodeCode Available | 1 | 5 |
| Transform Once: Efficient Operator Learning in Frequency Domain | Nov 26, 2022 | Dimensionality ReductionOperator learning | CodeCode Available | 1 | 5 |
| DeepView: Visualizing Classification Boundaries of Deep Neural Networks as Scatter Plots Using Discriminative Dimensionality Reduction | Sep 19, 2019 | Dimensionality Reduction | CodeCode Available | 1 | 5 |
| t-viSNE: Interactive Assessment and Interpretation of t-SNE Projections | Feb 17, 2020 | Dimensionality Reduction | CodeCode Available | 1 | 5 |
| A distribution-dependent Mumford-Shah model for unsupervised hyperspectral image segmentation | Mar 28, 2022 | DenoisingDimensionality Reduction | 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 |
| Dimension Reduction for Data with Heterogeneous Missingness | Sep 24, 2021 | Dimensionality ReductionMissing Values | CodeCode Available | 0 | 5 |
| Analysis of Self-Supervised Learning and Dimensionality Reduction Methods in Clustering-Based Active Learning for Speech Emotion Recognition | Jun 21, 2022 | Active LearningClustering | CodeCode Available | 0 | 5 |
| Reducing the dimensionality of data using tempered distributions | Mar 12, 2019 | Dimensionality Reduction | 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 |
| Dimensionality Reduction using Similarity-induced Embeddings | Jun 18, 2017 | Dimensionality ReductionSupervised dimensionality reduction | CodeCode Available | 0 | 5 |
| Dimensionality reduction, regularization, and generalization in overparameterized regressions | Nov 23, 2020 | Data PoisoningDimensionality Reduction | CodeCode Available | 0 | 5 |
| Dimension-reduced Optimization of Multi-zone Thermostatically Controlled Loads | May 1, 2025 | Computational EfficiencyDimensionality Reduction | 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 for Improving Out-of-Distribution Detection in Medical Image Segmentation | Aug 7, 2023 | Dimensionality ReductionImage Segmentation | CodeCode Available | 0 | 5 |
| Dimensionality Reduction Meets Message Passing for Graph Node Embeddings | Feb 1, 2022 | Dimensionality ReductionNode Classification | CodeCode Available | 0 | 5 |
| An Algorithm for Out-Of-Distribution Attack to Neural Network Encoder | Sep 17, 2020 | Dimensionality ReductionGeneral Classification | CodeCode Available | 0 | 5 |
| Dimensionality Reduction and (Bucket) Ranking: a Mass Transportation Approach | Oct 15, 2018 | Dimensionality Reduction | CodeCode Available | 0 | 5 |
| A Clustering Framework for Residential Electric Demand Profiles | May 17, 2021 | ClusteringDimensionality Reduction | CodeCode Available | 0 | 5 |
| Dimensionality reduction of neuronal degeneracy reveals two interfering physiological mechanisms | May 3, 2024 | Dimensionality Reduction | CodeCode Available | 0 | 5 |
| Intrinsic statistical separation of subpopulations in heterogeneous collective motion via dimensionality reduction | May 16, 2023 | ClusteringDimensionality Reduction | CodeCode Available | 0 | 5 |
| Dimensionality Reduction for Binary Data through the Projection of Natural Parameters | Oct 21, 2015 | Dimensionality Reduction | CodeCode Available | 0 | 5 |
| Dimension Reduction and MARS | Feb 11, 2023 | Dimensionality Reductionregression | CodeCode Available | 0 | 5 |
| An explainable three dimension framework to uncover learning patterns: A unified look in variable sulci recognition | Sep 2, 2023 | AnatomyBinary Classification | CodeCode Available | 0 | 5 |
| An AI-based Domain-Decomposition Non-Intrusive Reduced-Order Model for Extended Domains applied to Multiphase Flow in Pipes | Feb 13, 2022 | Dimensionality 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 |
