Luca Venturi

12 papers A* 1Journal 10Unranked 1
YearRankTypeTitle / Venue / Authors
2022 J jnl
Depth separation beyond radial functions.
J. Mach. Learn. Res.
Luca Venturi, Samy Jelassi, Tristan Ozuch, Joan Bruna
2021 J jnl
Depth separation beyond radial functions.
CoRR
Luca Venturi, Samy Jelassi, Tristan Ozuch, Joan Bruna
2021 — conf
Multilevel Stein variational gradient descent with applications to Bayesian inverse problems.
MSML
Terrence Alsup, Luca Venturi, Benjamin Peherstorfer
2021 J jnl
Multilevel Stein variational gradient descent with applications to Bayesian inverse problems.
CoRR
Terrence Alsup, Luca Venturi, Benjamin Peherstorfer
2021 A* conf
On the Sample Complexity of Learning under Geometric Stability.
NeurIPS
Alberto Bietti, Luca Venturi, Joan Bruna
2021 J jnl
On the Sample Complexity of Learning with Geometric Stability.
CoRR
Alberto Bietti, Luca Venturi, Joan Bruna
2020 J jnl
Depth separation for reduced deep networks in nonlinear model reduction: Distilling shock waves in nonlinear hyperbolic problems.
CoRR
Donsub Rim, Luca Venturi, Joan Bruna, Benjamin Peherstorfer
2020 J jnl
Diffusion-based Deep Active Learning.
CoRR
Dan Kushnir, Luca Venturi
2019 J jnl
A Weighted POD Method for Elliptic PDEs with Random Inputs.
J. Sci. Comput.
Luca Venturi, Francesco Ballarin, Gianluigi Rozza
2019 J jnl
Spurious Valleys in One-hidden-layer Neural Network Optimization Landscapes.
J. Mach. Learn. Res.
Luca Venturi, Afonso S. Bandeira, Joan Bruna
2018 J jnl
Neural Networks with Finite Intrinsic Dimension have no Spurious Valleys.
CoRR
Luca Venturi, Afonso S. Bandeira, Joan Bruna
2017 J jnl
Learning the Kernel for Classification and Regression.
CoRR
Chen Li, Luca Venturi, Ruitu Xu