| Manifold Partition Discriminant Analysis | Nov 23, 2020 | Dimensionality ReductionSupervised dimensionality reduction | —Unverified | 0 |
| Supervised dimensionality reduction by a Linear Discriminant Analysis on pre-trained CNN features | Jun 22, 2020 | Dimensionality ReductionSupervised dimensionality reduction | CodeCode Available | 0 |
| Supervised Visualization for Data Exploration | Jun 15, 2020 | Data VisualizationDimensionality Reduction | —Unverified | 0 |
| Supervised Dimensionality Reduction and Visualization using Centroid-encoder | Feb 27, 2020 | Data VisualizationDimensionality Reduction | —Unverified | 0 |
| Supervised Discriminative Sparse PCA with Adaptive Neighbors for Dimensionality Reduction | Jan 9, 2020 | ClusteringDimensionality Reduction | CodeCode Available | 0 |
| Multiclass spectral feature scaling method for dimensionality reduction | Oct 16, 2019 | ClusteringDimensionality Reduction | —Unverified | 0 |
| Order-Preserving Wasserstein Discriminant Analysis | Oct 1, 2019 | 3D Action RecognitionAction Recognition | —Unverified | 0 |
| Adapting Text Embeddings for Causal Inference | May 29, 2019 | Causal IdentificationCausal Inference | CodeCode Available | 1 |
| Noisy multi-label semi-supervised dimensionality reduction | Feb 20, 2019 | Dimensionality ReductionSupervised dimensionality reduction | —Unverified | 0 |
| Extending classical surrogate modelling to high-dimensions through supervised dimensionality reduction: a data-driven approach | Dec 15, 2018 | Dimensionality ReductionSupervised dimensionality reduction | —Unverified | 0 |
| SRP: Efficient class-aware embedding learning for large-scale data via supervised random projections | Nov 7, 2018 | Dimensionality ReductionSupervised dimensionality reduction | CodeCode Available | 0 |
| Learning Low-Dimensional Temporal Representations | Jul 1, 2018 | Dimensionality ReductionSupervised dimensionality reduction | —Unverified | 0 |
| Spectral feature scaling method for supervised dimensionality reduction | May 18, 2018 | ClusteringDimensionality Reduction | —Unverified | 0 |
| Nonlinear Supervised Dimensionality Reduction via Smooth Regular Embeddings | Oct 19, 2017 | Dimensionality ReductionSupervised dimensionality reduction | —Unverified | 0 |
| Simultaneously Learning Neighborship and Projection Matrix for Supervised Dimensionality Reduction | Sep 9, 2017 | Dimensionality ReductionSupervised dimensionality reduction | —Unverified | 0 |
| Supervised Dimensionality Reduction for Big Data | Sep 5, 2017 | Computational EfficiencyDimensionality Reduction | CodeCode Available | 0 |
| Dimensionality Reduction using Similarity-induced Embeddings | Jun 18, 2017 | Dimensionality ReductionSupervised dimensionality reduction | CodeCode Available | 0 |
| Local Shrunk Discriminant Analysis (LSDA) | May 3, 2017 | Dimensionality ReductionSupervised dimensionality reduction | —Unverified | 0 |
| A Category Space Approach to Supervised Dimensionality Reduction | Oct 27, 2016 | Dimensionality ReductionSupervised dimensionality reduction | —Unverified | 0 |
| A Harmonic Mean Linear Discriminant Analysis for Robust Image Classification | Oct 14, 2016 | ClassificationDimensionality Reduction | —Unverified | 0 |
| Convergence rates of Kernel Conjugate Gradient for random design regression | Jul 8, 2016 | Dimensionality Reductionregression | —Unverified | 0 |
| Supervised Dimensionality Reduction via Distance Correlation Maximization | Jan 3, 2016 | Dimensionality Reductionregression | —Unverified | 0 |
| Foundations of Coupled Nonlinear Dimensionality Reduction | Sep 29, 2015 | Dimensionality ReductionGeneralization Bounds | —Unverified | 0 |
| Beyond Gauss: Image-Set Matching on the Riemannian Manifold of PDFs | Jul 31, 2015 | Dimensionality ReductionFace Recognition | —Unverified | 0 |
| SHOE: Supervised Hashing with Output Embeddings | Jan 30, 2015 | AttributeDimensionality Reduction | —Unverified | 0 |
