Pierfrancesco Beneventano

According to our database, Pierfrancesco Beneventano authored at least 6 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Gradient Descent Converges Linearly to Flatter Minima than Gradient Flow in Shallow Linear Networks.

Pierfrancesco Beneventano, Blake Woodworth

CoRR, January, 2025

2024

Edge of Stochastic Stability: Revisiting the Edge of Stability for SGD.

Arseniy Andreyev, Pierfrancesco Beneventano

CoRR, 2024

How Neural Networks Learn the Support is an Implicit Regularization Effect of SGD.

Pierfrancesco Beneventano, Andrea Pinto, Tomaso A. Poggio

CoRR, 2024

2023

On the Trajectories of SGD Without Replacement.

Pierfrancesco Beneventano

CoRR, 2023

2021

Deep neural network approximation theory for high-dimensional functions.

Pierfrancesco Beneventano, Patrick Cheridito, Robin Graeber, Arnulf Jentzen, Benno Kuckuck

CoRR, 2021

2020

High-dimensional approximation spaces of artificial neural networks and applications to partial differential equations.

Pierfrancesco Beneventano, Patrick Cheridito, Arnulf Jentzen, Philippe von Wurstemberger

CoRR, 2020