Luca Venturi
Luca Venturi
PhD Student, Courant Institute of Mathematical Sciences
Vahvistettu sähköpostiosoite verkkotunnuksessa nyu.edu - Kotisivu
Nimike
Viittaukset
Viittaukset
Vuosi
Spurious valleys in one-hidden-layer neural network optimization landscapes
L Venturi, AS Bandeira, J Bruna
Journal of Machine Learning Research 20 (133), 1-34, 2019
100*2019
A weighted POD method for elliptic PDEs with random inputs
L Venturi, F Ballarin, G Rozza
Journal of Scientific Computing 81 (1), 136–153, 2019
122019
Depth separation for reduced deep networks in nonlinear model reduction: Distilling shock waves in nonlinear hyperbolic problems
D Rim, L Venturi, J Bruna, B Peherstorfer
arXiv preprint arXiv:2007.13977, 2020
72020
Weighted reduced order methods for parametrized partial differential equations with random inputs
L Venturi, D Torlo, F Ballarin, G Rozza
Uncertainty Modeling for Engineering Applications, 27-40, 2019
52019
Diffusion-based deep active learning
D Kushnir, L Venturi
arXiv preprint arXiv:2003.10339, 2020
22020
Weighted reduced order methods for parametrized PDEs in uncertainty quantification problems
L Venturi, F Ballarin, G Rozza
International School for Advanced Studies (SISSA), University of Trieste, 2016
22016
On the sample complexity of learning with geometric stability
A Bietti, L Venturi, J Bruna
arXiv preprint arXiv:2106.07148, 2021
2021
Multilevel Stein variational gradient descent with applications to Bayesian inverse problems
T Alsup, L Venturi, B Peherstorfer
Mathematical and Scientific Machine Learning 2021 (to appear), 2021
2021
Depth separation beyond radial functions
L Venturi, S Jelassi, T Ozuch, J Bruna
arXiv preprint arXiv:2102.01621, 2021
2021
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Artikkelit 1–9