| SLISEMAP: Supervised dimensionality reduction through local explanations | Jan 12, 2022 | ClassificationDimensionality Reduction | CodeCode Available | 1 |
| Supervised Dimensionality Reduction and Image Classification Utilizing Convolutional Autoencoders | Aug 25, 2022 | Deep LearningDimensionality Reduction | CodeCode Available | 1 |
| Adapting Text Embeddings for Causal Inference | May 29, 2019 | Causal IdentificationCausal Inference | CodeCode Available | 1 |
| Scalable semi-supervised dimensionality reduction with GPU-accelerated EmbedSOM | Jan 3, 2022 | Data VisualizationDimensionality Reduction | CodeCode Available | 1 |
| An Embedding is Worth a Thousand Noisy Labels | Aug 26, 2024 | Dimensionality ReductionSupervised dimensionality reduction | CodeCode Available | 1 |
| CASE -- Condition-Aware Sentence Embeddings for Conditional Semantic Textual Similarity Measurement | Mar 21, 2025 | Dimensionality ReductionLanguage Modeling | —Unverified | 0 |
| A Category Space Approach to Supervised Dimensionality Reduction | Oct 27, 2016 | Dimensionality ReductionSupervised dimensionality reduction | —Unverified | 0 |
| Noisy multi-label semi-supervised dimensionality reduction | Feb 20, 2019 | Dimensionality ReductionSupervised dimensionality reduction | —Unverified | 0 |
| Manifold Partition Discriminant Analysis | Nov 23, 2020 | Dimensionality ReductionSupervised dimensionality reduction | —Unverified | 0 |
| Local Shrunk Discriminant Analysis (LSDA) | May 3, 2017 | Dimensionality ReductionSupervised dimensionality reduction | —Unverified | 0 |
| Beyond Gauss: Image-Set Matching on the Riemannian Manifold of PDFs | Jul 31, 2015 | Dimensionality ReductionFace Recognition | —Unverified | 0 |
| Discriminant Analysis in Contrasting Dimensions for Polycystic Ovary Syndrome Prognostication | Jan 9, 2022 | BIG-bench Machine LearningBinary Classification | —Unverified | 0 |
| Efficient Optimization for Discriminative Latent Class Models | Dec 1, 2010 | ClusteringDimensionality Reduction | —Unverified | 0 |
| Enhancing Supervised Visualization through Autoencoder and Random Forest Proximities for Out-of-Sample Extension | Jun 6, 2024 | Dimensionality ReductionSupervised dimensionality reduction | —Unverified | 0 |
| Multiclass spectral feature scaling method for dimensionality reduction | Oct 16, 2019 | ClusteringDimensionality Reduction | —Unverified | 0 |
| Convergence rates of Kernel Conjugate Gradient for random design regression | Jul 8, 2016 | Dimensionality Reductionregression | —Unverified | 0 |
| Foundations of Coupled Nonlinear Dimensionality Reduction | Sep 29, 2015 | Dimensionality ReductionGeneralization Bounds | —Unverified | 0 |
| A Convex formulation for linear discriminant analysis | Mar 17, 2025 | 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 |
| Gradient Boosting Mapping for Dimensionality Reduction and Feature Extraction | May 14, 2024 | Dimensionality Reductionregression | —Unverified | 0 |
| Joint Dimensionality Reduction for Separable Embedding Estimation | Jan 14, 2021 | Dimensionality Reductionfeature selection | —Unverified | 0 |
| K-SpecPart: Supervised embedding algorithms and cut overlay for improved hypergraph partitioning | May 7, 2023 | Dimensionality Reductionhypergraph partitioning | —Unverified | 0 |
| Latent Coincidence Analysis: A Hidden Variable Model for Distance Metric Learning | Dec 1, 2012 | Dimensionality ReductionMetric Learning | —Unverified | 0 |
| DiscLDA: Discriminative Learning for Dimensionality Reduction and Classification | Dec 1, 2008 | ClassificationDimensionality Reduction | —Unverified | 0 |
| Entangled Kernels -- Beyond Separability | Jan 14, 2021 | Dimensionality ReductionSupervised dimensionality reduction | —Unverified | 0 |
