Tikhonov regularization with oversmoothing penalty for nonlinear statistical inverse problems | 2020 Publication type A1 Journal article (refereed), original research Author(s) Rastogi Abhishake Other Focus Area Statistics, Probability and Uncertainty Applied Mathematics LUT School of Engineering Sciences
Tikhonov regularization with oversmoothing penalty for linear statistical inverse learning problems | 2019 Publication type A4 Conference proceedings Author(s) Rastogi Abhishake Other Focus Area Statistics, Probability and Uncertainty Applied Mathematics LUT School of Engineering Sciences
Optimal Rates for the Regularized Learning Algorithms under General Source Condition | 2017 Publication type A1 Journal article (refereed), original research Author(s) Rastogi Abhishake, Sampath Sivananthan Other Focus Area Statistics, Probability and Uncertainty Applied Mathematics LUT School of Engineering Sciences
Multi-task learning via linear functional strategy | 2017 Publication type A1 Journal article (refereed), original research Author(s) Rastogi Abhishake, Sampath Sivananthan Other Focus Area Statistics, Probability and Uncertainty Applied Mathematics LUT School of Engineering Sciences
Multi-penalty regularization in learning theory | 2016 Publication type A1 Journal article (refereed), original research Author(s) Abhishake, Sivananthan S. Other Focus Area Statistics, Probability and Uncertainty Applied Mathematics LUT School of Engineering Sciences
Manifold regularization based on Nyström type subsampling | 2020 Publication type A1 Journal article (refereed), original research Author(s) Abhishake, Sivananthan S. Other Focus Area Statistics, Probability and Uncertainty Applied Mathematics LUT School of Engineering Sciences
Convergence analysis of Tikhonov regularization for non-linear statistical inverse learning problems | 2020 Publication type A1 Journal article (refereed), original research Author(s) Rastogi Abhishake, Blanchard Gilles, Mathé Peter Other Focus Area Statistics, Probability and Uncertainty Applied Mathematics LUT School of Engineering Sciences
Nonparametric goodness-of-fit testing for parametric covariate models in pharmacometric analyses | 2021 Publication type A1 Journal article (refereed), original research Author(s) Hartung Niklas, Wahl Martin, Rastogi Abhishake, Huisinga Wilhelm Other Focus Area Statistics, Probability and Uncertainty Applied Mathematics LUT School of Engineering Sciences
Inverse learning in Hilbert scales | 2023 Publication type A1 Journal article (refereed), original research Author(s) Rastogi Abhishake, Mathé Peter Other Focus Area Statistics, Probability and Uncertainty Applied Mathematics LUT School of Engineering Sciences
Nonlinear Tikhonov regularization in Hilbert scales for inverse learning | 2024 Publication type A1 Journal article (refereed), original research Author(s) Rastogi Abhishake Other Focus Area Statistics, Probability and Uncertainty Statistics and Probability LUT School of Engineering Sciences
