Adaptive regularization algorithms with inexact evaluations for nonconvex optimization S Bellavia, G Gurioli, B Morini, PL Toint SIAM Journal on Optimization 29 (4), 2881-2915, 2019 | 68 | 2019 |
Adaptive cubic regularization methods with dynamic inexact Hessian information and applications to finite-sum minimization S Bellavia, G Gurioli, B Morini IMA Journal of Numerical Analysis 41 (1), 764-799, 2021 | 43 | 2021 |
Energy-conserving Hamiltonian Boundary Value Methods for the numerical solution of the Korteweg–de Vries equation L Brugnano, G Gurioli, Y Sun Journal of Computational and Applied Mathematics 351, 117-135, 2019 | 33 | 2019 |
Analysis of energy and quadratic invariant preserving (EQUIP) methods L Brugnano, G Gurioli, F Iavernaro Journal of Computational and Applied Mathematics 335, 51-73, 2018 | 29 | 2018 |
Spectrally accurate energy‐preserving methods for the numerical solution of the “good” Boussinesq equation L Brugnano, G Gurioli, C Zhang Numerical Methods for Partial Differential Equations 35 (4), 1343-1362, 2019 | 24 | 2019 |
Stochastic analysis of an adaptive cubic regularization method under inexact gradient evaluations and dynamic Hessian accuracy S Bellavia, G Gurioli Optimization 71 (1), 227-261, 2022 | 21 | 2022 |
Adaptive regularization for nonconvex optimization using inexact function values and randomly perturbed derivatives S Bellavia, G Gurioli, B Morini, PL Toint Journal of Complexity 68, 101591, 2022 | 20 | 2022 |
Line integral solution of Hamiltonian systems with holonomic constraints L Brugnano, G Gurioli, F Iavernaro, EB Weinmüller Applied Numerical Mathematics 127, 56-77, 2018 | 12 | 2018 |
The impact of noise on evaluation complexity: the deterministic trust-region case S Bellavia, G Gurioli, B Morini, PL Toint Journal of Optimization Theory and Applications 196 (2), 700-729, 2023 | 11 | 2023 |
High-order evaluation complexity of a stochastic adaptive regularization algorithm for nonconvex optimization using inexact function evaluations and randomly perturbed derivatives S Bellavia, G Gurioli, B Morini, PL Toint arXiv preprint arXiv:2005.04639, 2020 | 9 | 2020 |
Trust-region algorithms: Probabilistic complexity and intrinsic noise with applications to subsampling techniques S Bellavia, G Gurioli, B Morini, PL Toint EURO Journal on Computational Optimization 10, 100043, 2022 | 8 | 2022 |
Deterministic and stochastic inexact regularization algorithms for nonconvex optimization with optimal complexity S Bellavia, G Gurioli, B Morini, PL Toint arXiv preprint arXiv:1811.03831, 2018 | 7 | 2018 |
Quadratic and cubic regularisation methods with inexact function and random derivatives for finite-sum minimisation S Bellavia, G Gurioli, B Morini, PL Toint 2021 21st International Conference on Computational Science and Its …, 2021 | 6 | 2021 |
Towards a cloud-based platform for structural health monitoring: Implementation and numerical issues T Croce, M Girardi, G Gurioli, C Padovani, D Pellegrini International Conference on Experimental Vibration Analysis for Civil …, 2023 | 5 | 2023 |
A stochastic cubic regularisation method with inexact function evaluations and random derivatives for finite sum minimisation S Bellavia, G Gurioli, B Morini, PL Toint Thirty-seventh International Conference on Machine Learning: ICML2020, 2020 | 5 | 2020 |
Adaptive regularization algorithms with inexact evaluations for nonconvex optimization S Bellavia, G Gurioli, B Morini, PL Toint arXiv preprint arXiv:1811.03831, 2018 | 2 | 2018 |
Numerical solution of FDE-IVPs by using fractional HBVMs: the fhbvm code L Brugnano, G Gurioli, F Iavernaro Numerical Algorithms, 1-27, 2024 | 1 | 2024 |
Deep Learning and Structural Health Monitoring: A TFT-Based Approach for Anomaly Detection in Masonry Towers F Falchi, M Girardi, G Gurioli, N Messina, C Padovani, D Pellegrini Available at SSRN 4679906, 2023 | 1 | 2023 |
Predictor-corrector implementation of EQUIP methods L Brugnano, G Gurioli, F Iavernaro International Conference of Numerical Analysis and Applied Mathematics …, 2018 | 1 | 2018 |
Solving FDE-IVPs by using Fractional HBVMs: some experiments with the fhbvm code L Brugnano, G Gurioli, F Iavernaro arXiv preprint arXiv:2407.11460, 2024 | | 2024 |