| 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 |
