| Supervised Dimensionality Reduction and Image Classification Utilizing Convolutional Autoencoders | Aug 25, 2022 | Deep LearningDimensionality Reduction | CodeCode Available | 1 | 5 |
| Scalable semi-supervised dimensionality reduction with GPU-accelerated EmbedSOM | Jan 3, 2022 | Data VisualizationDimensionality Reduction | CodeCode Available | 1 | 5 |
| SLISEMAP: Supervised dimensionality reduction through local explanations | Jan 12, 2022 | ClassificationDimensionality Reduction | CodeCode Available | 1 | 5 |
| Adapting Text Embeddings for Causal Inference | May 29, 2019 | Causal IdentificationCausal Inference | CodeCode Available | 1 | 5 |
| An Embedding is Worth a Thousand Noisy Labels | Aug 26, 2024 | Dimensionality ReductionSupervised dimensionality reduction | CodeCode Available | 1 | 5 |
| Supervised dimensionality reduction by a Linear Discriminant Analysis on pre-trained CNN features | Jun 22, 2020 | Dimensionality ReductionSupervised dimensionality reduction | CodeCode Available | 0 | 5 |
| On the Inherent Robustness of One-Stage Object Detection against Out-of-Distribution Data | Nov 7, 2024 | Dimensionality ReductionObject | CodeCode Available | 0 | 5 |
| Supervised Discriminative Sparse PCA with Adaptive Neighbors for Dimensionality Reduction | Jan 9, 2020 | ClusteringDimensionality Reduction | CodeCode Available | 0 | 5 |
| Computer-aided Interpretable Features for Leaf Image Classification | Jun 15, 2021 | ClassificationDimensionality Reduction | CodeCode Available | 0 | 5 |
| Supervised Dimensionality Reduction for Big Data | Sep 5, 2017 | Computational EfficiencyDimensionality Reduction | CodeCode Available | 0 | 5 |
| Supervised Quadratic Feature Analysis: Information Geometry Approach for Dimensionality Reduction | Jan 31, 2025 | Dimensionality ReductionMetric Learning | CodeCode Available | 0 | 5 |
| Affective Manifolds: Modeling Machine's Mind to Like, Dislike, Enjoy, Suffer, Worry, Fear, and Feel Like A Human | Aug 29, 2022 | Dimensionality ReductionMetric Learning | CodeCode Available | 0 | 5 |
| Curvature Augmented Manifold Embedding and Learning | Mar 21, 2024 | Data VisualizationDimensionality Reduction | CodeCode Available | 0 | 5 |
| Gravitational Dimensionality Reduction Using Newtonian Gravity and Einstein's General Relativity | Oct 30, 2022 | Dimensionality ReductionMetric Learning | CodeCode Available | 0 | 5 |
| Dimensionality Reduction using Similarity-induced Embeddings | Jun 18, 2017 | Dimensionality ReductionSupervised dimensionality reduction | CodeCode Available | 0 | 5 |
| SRP: Efficient class-aware embedding learning for large-scale data via supervised random projections | Nov 7, 2018 | Dimensionality ReductionSupervised dimensionality reduction | CodeCode Available | 0 | 5 |
| Stochastic Mutual Information Gradient Estimation for Dimensionality Reduction Networks | May 1, 2021 | Dimensionality Reductionfeature selection | CodeCode Available | 0 | 5 |
| Learning Active Subspaces and Discovering Important Features with Gaussian Radial Basis Functions Neural Networks | Jul 11, 2023 | Decision MakingDimensionality Reduction | CodeCode Available | 0 | 5 |
| Local Shrunk Discriminant Analysis (LSDA) | May 3, 2017 | Dimensionality ReductionSupervised dimensionality reduction | —Unverified | 0 | 0 |
| Manifold Partition Discriminant Analysis | Nov 23, 2020 | Dimensionality ReductionSupervised dimensionality reduction | —Unverified | 0 | 0 |
| Multiclass spectral feature scaling method for dimensionality reduction | Oct 16, 2019 | ClusteringDimensionality Reduction | —Unverified | 0 | 0 |
| Multi-Label Prediction via Sparse Infinite CCA | Dec 1, 2009 | Dimensionality ReductionPrediction | —Unverified | 0 | 0 |
| Noisy multi-label semi-supervised dimensionality reduction | Feb 20, 2019 | Dimensionality ReductionSupervised dimensionality reduction | —Unverified | 0 | 0 |
| Non-intrusive surrogate modelling using sparse random features with applications in crashworthiness analysis | Dec 30, 2022 | Dimensionality ReductionSupervised dimensionality reduction | —Unverified | 0 | 0 |
| Nonlinear Supervised Dimensionality Reduction via Smooth Regular Embeddings | Oct 19, 2017 | Dimensionality ReductionSupervised dimensionality reduction | —Unverified | 0 | 0 |
| Optimal learning rates for Kernel Conjugate Gradient regression | Dec 1, 2010 | Dimensionality Reductionregression | —Unverified | 0 | 0 |
| A Category Space Approach to Supervised Dimensionality Reduction | Oct 27, 2016 | Dimensionality ReductionSupervised dimensionality reduction | —Unverified | 0 | 0 |
| Semi-supervised Regression using Hessian energy with an application to semi-supervised dimensionality reduction | Dec 1, 2009 | Dimensionality Reductionregression | —Unverified | 0 | 0 |
| SHOE: Supervised Hashing with Output Embeddings | Jan 30, 2015 | AttributeDimensionality Reduction | —Unverified | 0 | 0 |
| Simultaneously Learning Neighborship and Projection Matrix for Supervised Dimensionality Reduction | Sep 9, 2017 | Dimensionality ReductionSupervised dimensionality reduction | —Unverified | 0 | 0 |
| Spectral feature scaling method for supervised dimensionality reduction | May 18, 2018 | ClusteringDimensionality Reduction | —Unverified | 0 | 0 |
| Steering Distortions to Preserve Classes and Neighbors in Supervised Dimensionality Reduction | Dec 1, 2020 | Dimensionality ReductionSupervised dimensionality reduction | —Unverified | 0 | 0 |
| Supervised Dimensionality Reduction and Visualization using Centroid-encoder | Feb 27, 2020 | Data VisualizationDimensionality Reduction | —Unverified | 0 | 0 |
| Supervised Dimensionality Reduction via Distance Correlation Maximization | Jan 3, 2016 | Dimensionality Reductionregression | —Unverified | 0 | 0 |
| Supervised Exponential Family Principal Component Analysis via Convex Optimization | Dec 1, 2008 | Dimensionality Reductionglobal-optimization | —Unverified | 0 | 0 |
| Supervised Manifold Learning via Random Forest Geometry-Preserving Proximities | Jul 3, 2023 | Dimensionality ReductionSupervised dimensionality reduction | —Unverified | 0 | 0 |
| Supervised Visualization for Data Exploration | Jun 15, 2020 | Data VisualizationDimensionality Reduction | —Unverified | 0 | 0 |
| Taking a Step Back with KCal: Multi-Class Kernel-Based Calibration for Deep Neural Networks | Feb 15, 2022 | Decision MakingDensity Estimation | —Unverified | 0 | 0 |
| Yet Another Algorithm for Supervised Principal Component Analysis: Supervised Linear Centroid-Encoder | Jun 7, 2023 | Dimensionality ReductionSupervised dimensionality reduction | —Unverified | 0 | 0 |
| Order-Preserving Wasserstein Discriminant Analysis | Oct 1, 2019 | 3D Action RecognitionAction Recognition | —Unverified | 0 | 0 |
| A Convex formulation for linear discriminant analysis | Mar 17, 2025 | Dimensionality ReductionSupervised dimensionality reduction | —Unverified | 0 | 0 |
| A Harmonic Mean Linear Discriminant Analysis for Robust Image Classification | Oct 14, 2016 | ClassificationDimensionality Reduction | —Unverified | 0 | 0 |
| Beyond Gauss: Image-Set Matching on the Riemannian Manifold of PDFs | Jul 31, 2015 | Dimensionality ReductionFace Recognition | —Unverified | 0 | 0 |
| CASE -- Condition-Aware Sentence Embeddings for Conditional Semantic Textual Similarity Measurement | Mar 21, 2025 | Dimensionality ReductionLanguage Modeling | —Unverified | 0 | 0 |
| Convergence rates of Kernel Conjugate Gradient for random design regression | Jul 8, 2016 | Dimensionality Reductionregression | —Unverified | 0 | 0 |
| DiscLDA: Discriminative Learning for Dimensionality Reduction and Classification | Dec 1, 2008 | ClassificationDimensionality Reduction | —Unverified | 0 | 0 |
| Discriminant Analysis in Contrasting Dimensions for Polycystic Ovary Syndrome Prognostication | Jan 9, 2022 | BIG-bench Machine LearningBinary Classification | —Unverified | 0 | 0 |
| Efficient Optimization for Discriminative Latent Class Models | Dec 1, 2010 | ClusteringDimensionality Reduction | —Unverified | 0 | 0 |
| Enhancing Supervised Visualization through Autoencoder and Random Forest Proximities for Out-of-Sample Extension | Jun 6, 2024 | Dimensionality ReductionSupervised dimensionality reduction | —Unverified | 0 | 0 |
| Entangled Kernels -- Beyond Separability | Jan 14, 2021 | Dimensionality ReductionSupervised dimensionality reduction | —Unverified | 0 | 0 |
