关注
Andrea Zanoni
Andrea Zanoni
在 stanford.edu 的电子邮件经过验证
标题
引用次数
引用次数
年份
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
262021
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
232020
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
202021
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
152022
Ensemble Kalman filter for multiscale inverse problems
A Abdulle, G Garegnani, A Zanoni
Multiscale Modeling & Simulation 18 (4), 1565-1594, 2020
132020
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
102022
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
62024
Robust estimation of effective diffusions from multiscale data
G Garegnani, A Zanoni
arXiv preprint arXiv:2109.03132, 2021
62021
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
22024
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
22023
Filtered data based estimators for stochastic processes driven by colored noise
GA Pavliotis, S Reich, A Zanoni
arXiv preprint arXiv:2312.15975, 2023
12023
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
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