| Optimal rates for the regularized learning algorithms under general source condition A Rastogi, S Sampath Frontiers in Applied Mathematics and Statistics 3, 3, 2017 | 32 | 2017 |
| Multi-penalty regularization in learning theory A Rastogi, S Sampath Journal of Complexity 36, 141-165, 2016 | 23* | 2016 |
| Convergence analysis of Tikhonov regularization for non-linear statistical inverse problems A Rastogi, G Blanchard, P Mathé | 22 | 2020 |
| Inverse learning in Hilbert scales A Rastogi, P Mathé Machine Learning 112 (7), 2469-2499, 2023 | 9 | 2023 |
| Tikhonov regularization with oversmoothing penalty for nonlinear statistical inverse problems A Rastogi arXiv preprint arXiv:2002.01303, 2020 | 9 | 2020 |
| Manifold regularization based on nyström type subsampling A Rastogi, S Sampath Applied and Computational Harmonic Analysis 49 (1), 152-179, 2020 | 5* | 2020 |
| Nonparametric goodness‐of‐fit testing for parametric covariate models in pharmacometric analyses N Hartung, M Wahl, A Rastogi, W Huisinga CPT: pharmacometrics & systems pharmacology 10 (6), 564-576, 2021 | 4 | 2021 |
| Nonlinear Tikhonov regularization in Hilbert scales for inverse learning A Rastogi Journal of Complexity 82, 101824, 2024 | 3* | 2024 |
| Multi-task learning via linear functional strategy A Rastogi, S Sampath Journal of Complexity 43, 51-75, 2017 | 3 | 2017 |
| Statistical inverse learning problems with random observations A Rastogi, T Helin, N Mücke Data-driven Models in Inverse Problems 31, 201, 2024 | 2* | 2024 |
| Manifold learning via multi-penalty regularization A Rastogi International Journal of Artificial Intelligence and Applications (IJAIA) 8 (5), 2017 | 2 | 2017 |
| Gradient-Based Non-Linear Inverse Learning A Rastogi, N Mücke, T Helin arXiv preprint arXiv:2412.16794, 2024 | | 2024 |
| Tikhonov regularization with oversmoothing penalty for linear statistical inverse learning problems A Rastogi AIP Conference Proceedings 2183 (1), 2019 | | 2019 |
| Error Estimates for Multi-Penalty Regularization under General Source Condition A Rastogi CS & IT Conference Proceedings 7 (10), 2017 | | 2017 |
| Convergence analysis of regularization algorithms in learning theory A Rastogi https://doi.org/10.13140/RG.2.2.11784.47365, 2017 | | 2017 |
Sivananthan SampathDepartment of Mathematics, Indian Institute of Technology DelhiE-mail confirmado em maths.iitd.ac.in