| 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 |