| A DNN based Normalized Time-frequency Weighted Criterion for Robust Wideband DoA Estimation | Feb 20, 2023 | subspace methods | CodeCode Available | 1 |
| Robust Bayesian Subspace Identification for Small Data Sets | Dec 29, 2022 | subspace methods | —Unverified | 0 |
| A measurement decoupling based fast algorithm for super-resolving point sources with multi-cluster structure | Apr 1, 2022 | subspace methods | —Unverified | 0 |
| System Identification with Variance Minimization via Input Design | Feb 2, 2022 | subspace methods | —Unverified | 0 |
| Level set learning with pseudo-reversible neural networks for nonlinear dimension reduction in function approximation | Dec 2, 2021 | Dimensionality Reductionregression | CodeCode Available | 1 |
| Fast Randomized-MUSIC for mm-Wave Massive MIMO Radars | Jan 11, 2021 | subspace methodsSuper-Resolution | —Unverified | 0 |
| Adaptive and Oblivious Randomized Subspace Methods for High-Dimensional Optimization: Sharp Analysis and Lower Bounds | Dec 13, 2020 | subspace methods | —Unverified | 0 |
| The flag manifold as a tool for analyzing and comparing data sets | Jun 24, 2020 | subspace methods | —Unverified | 0 |
| Fast Matrix Square Roots with Applications to Gaussian Processes and Bayesian Optimization | Jun 19, 2020 | Bayesian OptimizationGaussian Processes | CodeCode Available | 0 |
| On Learning Vehicle Detection in Satellite Video | Jan 29, 2020 | Inductive BiasObject | —Unverified | 0 |
| Sample Complexity of Kalman Filtering for Unknown Systems | Dec 27, 2019 | subspace methods | —Unverified | 0 |
| Discriminative Dimension Reduction based on Mutual Information | Dec 11, 2019 | ClassificationDimensionality Reduction | —Unverified | 0 |
| Deep Autoencoders with Value-at-Risk Thresholding for Unsupervised Anomaly Detection | Dec 9, 2019 | Anomaly DetectionIncremental Learning | —Unverified | 0 |
| Ultra-Fast Accurate AoA Estimation via Automotive Massive-MIMO Radar | Nov 18, 2019 | subspace methods | —Unverified | 0 |
| Sequential Learning of Active Subspaces | Jul 26, 2019 | Gaussian ProcessesSensitivity | CodeCode Available | 0 |
| Subspace Methods That Are Resistant to a Limited Number of Features Corrupted by an Adversary | Feb 19, 2019 | subspace methods | —Unverified | 0 |
| Multiple Subspace Alignment Improves Domain Adaptation | Nov 11, 2018 | Domain Adaptationsubspace methods | —Unverified | 0 |
| A Fast Anderson-Chebyshev Acceleration for Nonlinear Optimization | Sep 7, 2018 | subspace methods | —Unverified | 0 |
| Hybrid Bayesian Eigenobjects: Combining Linear Subspace and Deep Network Methods for 3D Robot Vision | Jun 20, 2018 | 3D geometryObject | —Unverified | 0 |
| Ear Recognition With Score-Level Fusion Based On CMC In Long-Wave Infrared Spectrum | Jan 27, 2018 | subspace methods | —Unverified | 0 |
| Avoiding Synchronization in First-Order Methods for Sparse Convex Optimization | Dec 17, 2017 | subspace methods | —Unverified | 0 |
| Fast semi-supervised discriminant analysis for binary classification of large data-sets | Sep 14, 2017 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| Parametric T-Spline Face Morphable Model for Detailed Fitting in Shape Subspace | Jul 1, 2017 | subspace methods | —Unverified | 0 |
| Image processing | Aug 25, 2014 | Face RecognitionGeneral Classification | —Unverified | 0 |
