Alessandro Scagliotti

According to our database, Alessandro Scagliotti authored at least 8 papers between 2021 and 2023.

Collaborative distances:

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

2023

Normalizing flows as approximations of optimal transport maps via linear-control neural ODEs.

Alessandro Scagliotti, Sara Farinelli

CoRR, 2023

A minimax optimal control approach for robust neural ODEs.

Cristina Cipriani, Alessandro Scagliotti, Tobias Wöhrer

CoRR, 2023

Shortest-path recovery from signature with an optimal control approach.

Marco Rauscher, Alessandro Scagliotti, Felipe Pagginelli

CoRR, 2023

From NeurODEs to AutoencODEs: a mean-field control framework for width-varying Neural Networks.

Cristina Cipriani, Massimo Fornasier, Alessandro Scagliotti

CoRR, 2023

A subgradient method with constant step-size for 𝓁₁-composite optimization.

Alessandro Scagliotti, Piero Colli Franzone

CoRR, 2023

2022

Losing momentum in continuous-time stochastic optimisation.

Kexin Jin, Jonas Latz, Chenguang Liu, Alessandro Scagliotti

CoRR, 2022

A piecewise conservative method for unconstrained convex optimization.

Alessandro Scagliotti, Piero Colli Franzone

Comput. Optim. Appl., 2022

2021

Deep Learning Approximation of Diffeomorphisms via Linear-Control Systems.

Alessandro Scagliotti

CoRR, 2021