| An L-BFGS-B approach for linear and nonlinear system identification under _1 and group-Lasso regularization | Mar 6, 2024 | State Space Modelssubspace methods | CodeCode Available | 2 |
| Learning incomplete factorization preconditioners for GMRES | Sep 12, 2024 | Graph Neural Networksubspace methods | CodeCode Available | 1 |
| Level set learning with pseudo-reversible neural networks for nonlinear dimension reduction in function approximation | Dec 2, 2021 | Dimensionality Reductionregression | CodeCode Available | 1 |
| SubspaceNet: Deep Learning-Aided Subspace Methods for DoA Estimation | Jun 4, 2023 | Deep Learningsubspace methods | CodeCode Available | 1 |
| Decomposed Diffusion Sampler for Accelerating Large-Scale Inverse Problems | Mar 10, 2023 | CT ReconstructionMRI Reconstruction | CodeCode Available | 1 |
| Near Field Localization via AI-Aided Subspace Methods | Apr 1, 2025 | subspace methods | CodeCode Available | 1 |
| A DNN based Normalized Time-frequency Weighted Criterion for Robust Wideband DoA Estimation | Feb 20, 2023 | subspace methods | CodeCode Available | 1 |
| Discriminative Dimension Reduction based on Mutual Information | Dec 11, 2019 | ClassificationDimensionality Reduction | —Unverified | 0 |
| Ear Recognition With Score-Level Fusion Based On CMC In Long-Wave Infrared Spectrum | Jan 27, 2018 | subspace methods | —Unverified | 0 |
| Fast Randomized Subspace System Identification for Large I/O Data | Mar 2, 2023 | State Space Modelssubspace methods | —Unverified | 0 |
| Ultra-Fast Accurate AoA Estimation via Automotive Massive-MIMO Radar | Nov 18, 2019 | subspace methods | —Unverified | 0 |
| Fast Randomized-MUSIC for mm-Wave Massive MIMO Radars | Jan 11, 2021 | subspace methodsSuper-Resolution | —Unverified | 0 |
| Fast semi-supervised discriminant analysis for binary classification of large data-sets | Sep 14, 2017 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| Gridless Parameter Estimation in Partly Calibrated Rectangular Arrays | Jun 23, 2024 | parameter estimationsubspace methods | —Unverified | 0 |
| Hybrid Bayesian Eigenobjects: Combining Linear Subspace and Deep Network Methods for 3D Robot Vision | Jun 20, 2018 | 3D geometryObject | —Unverified | 0 |
| IFF: A Super-resolution Algorithm for Multiple Measurements | Mar 12, 2023 | subspace methodsSuper-Resolution | —Unverified | 0 |
| Image processing | Aug 25, 2014 | Face RecognitionGeneral Classification | —Unverified | 0 |
| Krylov Cubic Regularized Newton: A Subspace Second-Order Method with Dimension-Free Convergence Rate | Jan 5, 2024 | Second-order methodssubspace methods | —Unverified | 0 |
| Large-scale magnetic field maps using structured kernel interpolation for Gaussian process regression | Oct 25, 2023 | regressionsubspace methods | —Unverified | 0 |
| Line Spectral Analysis Using the G-Filter: An Atomic Norm Minimization Approach | Oct 16, 2024 | compressed sensingsubspace methods | —Unverified | 0 |
| MIMO Grid Impedance Identification of Three-Phase Power Systems: Parametric vs. Nonparametric Approaches | Apr 29, 2023 | subspace methods | —Unverified | 0 |
| Multiple Subspace Alignment Improves Domain Adaptation | Nov 11, 2018 | Domain Adaptationsubspace methods | —Unverified | 0 |
| Random Subspace Local Projections | Jun 3, 2024 | Dimensionality Reductionsubspace 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 |
| A Fast Anderson-Chebyshev Acceleration for Nonlinear Optimization | Sep 7, 2018 | subspace methods | —Unverified | 0 |
