Cristina Cipriani

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 6

Top Topics

Optimal Control

Particle Swarm Optimization

Brownian Motion

Infinite Horizon

Top Venues

SIAM J. Math. Anal.

Publications

Andrea Bonfanti, Giuseppe Bruno, Cristina Cipriani
The Challenges of the Nonlinear Regime for Physics-Informed Neural Networks. CoRR (2024)
Cristina Cipriani, Alessandro Scagliotti, Tobias Wöhrer
A Minimax Optimal Control Approach for Robust Neural ODEs. ECC (2024)
Cristina Cipriani, Massimo Fornasier, Alessandro Scagliotti
From NeurODEs to AutoencODEs: a mean-field control framework for width-varying Neural Networks. CoRR (2023)
Cristina Cipriani, Alessandro Scagliotti, Tobias Wöhrer
A minimax optimal control approach for robust neural ODEs. CoRR (2023)
Cristina Cipriani, Hui Huang, Jinniao Qiu
Zero-Inertia Limit: From Particle Swarm Optimization to Consensus-Based Optimization. SIAM J. Math. Anal. 54 (3) (2022)
Cristina Cipriani, Hui Huang, Jinniao Qiu
Zero-Inertia Limit: from Particle Swarm Optimization to Consensus Based Optimization. CoRR (2021)