| 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 | 5 |
| A DNN based Normalized Time-frequency Weighted Criterion for Robust Wideband DoA Estimation | Feb 20, 2023 | subspace methods | CodeCode Available | 1 | 5 |
| SubspaceNet: Deep Learning-Aided Subspace Methods for DoA Estimation | Jun 4, 2023 | Deep Learningsubspace methods | CodeCode Available | 1 | 5 |
| Learning incomplete factorization preconditioners for GMRES | Sep 12, 2024 | Graph Neural Networksubspace methods | CodeCode Available | 1 | 5 |
| Decomposed Diffusion Sampler for Accelerating Large-Scale Inverse Problems | Mar 10, 2023 | CT ReconstructionMRI Reconstruction | CodeCode Available | 1 | 5 |
| Level set learning with pseudo-reversible neural networks for nonlinear dimension reduction in function approximation | Dec 2, 2021 | Dimensionality Reductionregression | CodeCode Available | 1 | 5 |
| Near Field Localization via AI-Aided Subspace Methods | Apr 1, 2025 | subspace methods | CodeCode Available | 1 | 5 |
| PLAIN: Scalable Estimation Architecture for Integrated Sensing and Communication | Mar 27, 2025 | compressed sensingIntegrated sensing and communication | CodeCode Available | 0 | 5 |
| Fast Matrix Square Roots with Applications to Gaussian Processes and Bayesian Optimization | Jun 19, 2020 | Bayesian OptimizationGaussian Processes | CodeCode Available | 0 | 5 |
| Scalable Computations for Generalized Mixed Effects Models with Crossed Random Effects Using Krylov Subspace Methods | May 14, 2025 | subspace methods | CodeCode Available | 0 | 5 |
| Sequential Learning of Active Subspaces | Jul 26, 2019 | Gaussian ProcessesSensitivity | CodeCode Available | 0 | 5 |
| BOLT: Block-Orthonormal Lanczos for Trace estimation of matrix functions | May 18, 2025 | subspace methods | CodeCode Available | 0 | 5 |
| Output behavior equivalence and simultaneous subspace identification of systems and faults | May 19, 2025 | subspace methods | CodeCode Available | 0 | 5 |
| Randomized Kaczmarz Methods with Beyond-Krylov Convergence | Jan 20, 2025 | subspace methods | CodeCode Available | 0 | 5 |
| Hybrid Bayesian Eigenobjects: Combining Linear Subspace and Deep Network Methods for 3D Robot Vision | Jun 20, 2018 | 3D geometryObject | —Unverified | 0 | 0 |
| IFF: A Super-resolution Algorithm for Multiple Measurements | Mar 12, 2023 | subspace methodsSuper-Resolution | —Unverified | 0 | 0 |
| Image processing | Aug 25, 2014 | Face RecognitionGeneral Classification | —Unverified | 0 | 0 |
| Krylov Cubic Regularized Newton: A Subspace Second-Order Method with Dimension-Free Convergence Rate | Jan 5, 2024 | Second-order methodssubspace methods | —Unverified | 0 | 0 |
| Large-scale magnetic field maps using structured kernel interpolation for Gaussian process regression | Oct 25, 2023 | regressionsubspace methods | —Unverified | 0 | 0 |
| Line Spectral Analysis Using the G-Filter: An Atomic Norm Minimization Approach | Oct 16, 2024 | compressed sensingsubspace methods | —Unverified | 0 | 0 |
| MIMO Grid Impedance Identification of Three-Phase Power Systems: Parametric vs. Nonparametric Approaches | Apr 29, 2023 | subspace methods | —Unverified | 0 | 0 |
| Multiple Subspace Alignment Improves Domain Adaptation | Nov 11, 2018 | Domain Adaptationsubspace methods | —Unverified | 0 | 0 |
| One-Bit-Aided Modulo Sampling for DOA Estimation | Sep 10, 2023 | DecoderQuantization | —Unverified | 0 | 0 |
| On Learning Vehicle Detection in Satellite Video | Jan 29, 2020 | Inductive BiasObject | —Unverified | 0 | 0 |
| Parametric T-Spline Face Morphable Model for Detailed Fitting in Shape Subspace | Jul 1, 2017 | subspace methods | —Unverified | 0 | 0 |
