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Cited by
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Since 2018
Citations
25
25
h-index
3
3
i10-index
1
1
0
20
10
2021
2022
2023
2
4
19
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Co-authors
Houman Owhadi
Professor of Applied and Computational Mathematics and Control and Dynamical Systems, California
Verified email at caltech.edu
Boumediene Hamzi
Marie Curie Fellow, Department of Mathematics, Imperial College London & The Alan Turing Institute
Verified email at imperial.ac.uk
Giulia Livieri
Verified email at sns.it
Peyman Tavallali
Jet Propulsion Laboratory, California Institute of Technology
Verified email at jpl.nasa.gov
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Matthieu Darcy
California Institute of Technology
Verified email at caltech.edu -
Homepage
Machine Learning
Kernels
Gaussian Processes
Stochastic processes
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Year
Learning dynamical systems from data: a simple cross-validation perspective, part II: nonparametric kernel flows
M Darcy, B Hamzi, J Susiluoto, A Braverman, H Owhadi
preprint
, 2021
12
2021
One-shot learning of stochastic differential equations with data adapted kernels
M Darcy, B Hamzi, G Livieri, H Owhadi, P Tavallali
Physica D: Nonlinear Phenomena 444, 133583
, 2023
8
*
2023
Kernel methods are competitive for operator learning
P Batlle, M Darcy, B Hosseini, H Owhadi
arXiv preprint arXiv:2304.13202
, 2023
3
2023
Kernel flows demystified: Applications to regression
M Darcy
Master’s thesis, Imperial College London
, 2020
2
2020
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