Artificial intelligence-based prediction of transfusion in the intensive care unit in patients with gastrointestinal bleeding R Levi, F Carli, AR Arévalo, Y Altinel, DJ Stein, MM Naldini, F Grassi, ... BMJ Health & Care Informatics 28 (1), 2021 | 26 | 2021 |
Minimax Classification with 0-1 Loss and Performance Guarantees S Mazuelas, A Zanoni, A Pérez Advances in Neural Information Processing Systems 33, 302-312, 2020 | 23 | 2020 |
Drift estimation of multiscale diffusions based on filtered data A Abdulle, G Garegnani, GA Pavliotis, AM Stuart, A Zanoni Foundations of Computational Mathematics, 1-52, 2021 | 20 | 2021 |
Eigenfunction martingale estimators for interacting particle systems and their mean field limit GA Pavliotis, A Zanoni SIAM Journal on Applied Dynamical Systems 21 (4), 2338-2370, 2022 | 15 | 2022 |
Ensemble Kalman filter for multiscale inverse problems A Abdulle, G Garegnani, A Zanoni Multiscale Modeling & Simulation 18 (4), 1565-1594, 2020 | 13 | 2020 |
Eigenfunction martingale estimating functions and filtered data for drift estimation of discretely observed multiscale diffusions A Abdulle, GA Pavliotis, A Zanoni Statistics and Computing 32 (2), 1-33, 2022 | 10 | 2022 |
A method of moments estimator for interacting particle systems and their mean field limit GA Pavliotis, A Zanoni SIAM/ASA Journal on Uncertainty Quantification 12 (2), 262-288, 2024 | 6 | 2024 |
Robust estimation of effective diffusions from multiscale data G Garegnani, A Zanoni arXiv preprint arXiv:2109.03132, 2021 | 6 | 2021 |
Improved multifidelity Monte Carlo estimators based on normalizing flows and dimensionality reduction techniques A Zanoni, G Geraci, M Salvador, K Menon, AL Marsden, DE Schiavazzi Computer Methods in Applied Mechanics and Engineering 429, 117119, 2024 | 2 | 2024 |
Homogenization results for the generator of multiscale Langevin dynamics in weighted Sobolev spaces A Zanoni IMA Journal of Applied Mathematics 88 (1), 67-101, 2023 | 2 | 2023 |
Filtered data based estimators for stochastic processes driven by colored noise GA Pavliotis, S Reich, A Zanoni arXiv preprint arXiv:2312.15975, 2023 | 1 | 2023 |
Linear and nonlinear dimension reduction strategies for multifidelity uncertainty propagation of nonparametric distributions A Zanoni, G Geraci, M Salvador, K Menon, AL Marsden, DE Schiavazzi AIAA SCITECH 2024 Forum, 0389, 2024 | | 2024 |
A probabilistic neural twin for treatment planning in peripheral pulmonary artery stenosis JD Lee, J Richter, MR Pfaller, JM Szafron, K Menon, A Zanoni, MR Ma, ... International Journal for Numerical Methods in Biomedical Engineering, e3820, 2023 | | 2023 |
Filtered data and eigenfunction estimators for statistical inference of multiscale and interacting diffusion processes A Zanoni EPFL, 2022 | | 2022 |