| Bayesian hierarchical dictionary learning N Waniorek, D Calvetti, E Somersalo Inverse Problems 39 (2), 024006, 2023 | 6 | 2023 |
| Analysis of a Computational Framework for Bayesian Inverse Problems: Ensemble Kalman Updates and MAP Estimators Under Mesh Refinement D Sanz-Alonso, N Waniorek SIAM/ASA Journal on Uncertainty Quantification 12 (1), 30-68, 2024 | 5 | 2024 |
| Covariance Operator Estimation: Sparsity, Lengthscale, and Ensemble Kalman Filters O Al-Ghattas, J Chen, D Sanz-Alonso, N Waniorek arXiv preprint arXiv:2310.16933, 2023 | 5 | 2023 |
| Optimal Estimation of Structured Covariance Operators O Al-Ghattas, J Chen, D Sanz-Alonso, N Waniorek arXiv preprint arXiv:2408.02109, 2024 | 3 | 2024 |
| Long-time accuracy of ensemble Kalman filters for chaotic and machine-learned dynamical systems D Sanz-Alonso, N Waniorek arXiv preprint arXiv:2412.14318, 2024 | | 2024 |
| Hierarchical Bayesian Inverse Problems: A High-Dimensional Statistics Viewpoint D Sanz-Alonso, N Waniorek arXiv preprint arXiv:2401.03074, 2024 | | 2024 |
Omar Al-GhattasUniversity of Chicago在 uchicago.edu 的电子邮件经过验证
