SimDec algorithm and guidelines for its usage and interpretation | 2024 Publication type A3 Book section, chapters in research books Author(s) Kozlova Mariia, Moss J. Robert, Roy Pamphile, Alam Abid, Yeomans Julian Scott Business and society - Sustainable renewal of business, industry and society Statistics, Probability and Uncertainty LUT Business School
Methodological landscape of sensitivity analysis and the place of SimDec | 2024 Publication type A3 Book section, chapters in research books Author(s) Kozlova Mariia, Piano Samuele Lo, Yeomans Scott Julian Business and society - Sustainable renewal of business, industry and society Statistics, Probability and Uncertainty LUT Business School
Preface | 2024 Publication type Other Author(s) Kozlova Mariia, Yeomans Julian Scott Business and society - Sustainable renewal of business, industry and society Statistics, Probability and Uncertainty Finance LUT Business School
Sensitivity Analysis for Business, Technology, and Policymaking : Made Easy with Simulation Decomposition (SimDec) | 2024 Publication type C2 Book (editor) Author(s) Kozlova Mariia, Yeomans Julian Scott Air - Turning emissions into opportunities Business and society - Sustainable renewal of business, industry and society Energy - Transition to carbon-neutral world Statistics, Probability and Uncertainty Environmental Science Finance Business, Management and Accounting (miscellaneous) Engineering (miscellaneous) LUT Business School
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
