Kelly Betting with Quantum Payoff: a continuous variable approach. - Salvatore Tirone; Maddalena Ghio; Giulia Livieri; Vittorio Giovannetti; Stefano Marmi (Quantum, 2021)

One-Shot Learning of Stochastic Differential Equations with Computational Graph Completion. - Matthieu Darcy; Boumediene Hamzi; Giulia Livieri; Houman Owhadi; Peyman Tavallali (CoRR, 2022)

Designing Universal Causal Deep Learning Models: The Case of Infinite-Dimensional Dynamical Systems from Stochastic Analysis. - Luca Galimberti; Giulia Livieri; Anastasis Kratsios (CoRR, 2022)

The Yoccoz-Birkeland livestock population model coupled with random price dynamics. - Riccardo Ceccon; Giulia Livieri; Stefano Marmi (Commun. Nonlinear Sci. Numer. Simul., 2023)

Analysis of Bank Leverage via Dynamical Systems and Deep Neural Networks. - Fabrizio Lillo; Giulia Livieri; Stefano Marmi; Anton Solomko; Sandro Vaienti (SIAM J. Financial Math., 2023)

Low-dimensional approximations of the conditional law of Volterra processes: a non-positive curvature approach. - Reza Arabpour; John Armstrong; Luca Galimberti; Anastasis Kratsios; Giulia Livieri (CoRR, 2024)