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Luca Venturi
Luca Venturi
Research Scientist, Meta
Verified email at nyu.edu - Homepage
Title
Cited by
Cited by
Year
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
132*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
152019
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
102020
On the sample complexity of learning with geometric stability
A Bietti, L Venturi, J Bruna
Advances in Neural Information Processing Systems (NeurIPS), 2021
8*2021
Diffusion-based deep active learning
D Kushnir, L Venturi
arXiv preprint arXiv:2003.10339, 2020
6*2020
Depth separation beyond radial functions
L Venturi, S Jelassi, T Ozuch, J Bruna
Journal of Machine Learning Research 23, 1-56, 2021
52021
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
Multilevel Stein variational gradient descent with applications to Bayesian inverse problems
T Alsup, L Venturi, B Peherstorfer
Mathematical and Scientific Machine Learning (MSML), 2021
22021
Weighted reduced order methods for parametrized PDEs in uncertainty quantification problems
L Venturi
International School for Advanced Studies (SISSA), University of Trieste, 2016
12016
Architectural properties of neural networks for function approximation
L Venturi
New York University, 2021
2021
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Articles 1–10