Luca Laurenti

Asistant Professor, Delft University of Technology

Joined

March 2019

Names

Luca Laurenti (Preferred)

Emails

****@cs.ox.ac.uk (Confirmed)

****@tudelft.nl (Confirmed)

Personal Links

Homepage

Google Scholar

Career & Education History

Asistant Professor

Delft University of Technology (tudelft.nl)

2021 – Present

PhD student

University of Oxford (ox.ac.uk)

2014 – 2018

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Certified Neural Approximations of Nonlinear Dynamics
Frederik Baymler Mathiesen, Nikolaus Vertovec, Francesco Fabiano, Luca Laurenti, Alessandro Abate
- Submitted to ICLR 2026
- Readers: Everyone
Error Bounds for Physics-Informed Neural Networks in Fokker-Planck PDEs
Chun-Wei Kong, Luca Laurenti, Jay McMahon, Morteza Lahijanian
- UAI 2025 Poster
- Readers: Everyone
Error Bounds for Deep Learning-based Uncertainty Propagation in SDEs
Chun-Wei Kong, Luca Laurenti, Jay McMahon, Morteza Lahijanian
- Submitted to ICLR 2025
- Readers: Everyone
Individual Fairness in Bayesian Neural Networks
Alice Doherty, Matthew Robert Wicker, Luca Laurenti, Andrea Patane
- Published: 20 Jun 2023, Last Modified: 20 Apr 2025
- AABI 2023
- Readers: Everyone
BNN-DP: Robustness Certification of Bayesian Neural Networks via Dynamic Programming
Steven Adams, Andrea Patane, Morteza Lahijanian, Luca Laurenti
- ICML 2023 Poster
- Readers: Everyone
Safety Certification for Stochastic Systems via Neural Barrier Functions
Frederik Baymler Mathiesen, Simeon Craig Calvert, Luca Laurenti
- 2023 (modified: 24 Apr 2023)
- IEEE Control. Syst. Lett. 2023
- Readers: Everyone
Inner approximations of stochastic programs for data-driven stochastic barrier function design
Frederik Baymler Mathiesen, Licio Romao, Simeon Craig Calvert, Alessandro Abate, Luca Laurenti
- 2023 (modified: 24 Apr 2023)
- CoRR 2023
- Readers: Everyone
Safety Guarantees for Neural Network Dynamic Systems via Stochastic Barrier Functions
Rayan Mazouz, Karan Muvvala, Akash Ratheesh Babu, Luca Laurenti, Morteza Lahijanian
- Published: 31 Oct 2022, Last Modified: 08 Feb 2026
- NeurIPS 2022 Accept
- Readers: Everyone
Individual Fairness Guarantees for Neural Networks
Elias Benussi, Andrea Patane, Matthew Wicker, Luca Laurenti, Marta Kwiatkowska
- 2022 (modified: 24 Apr 2023)
- CoRR 2022
- Readers: Everyone
Formal Analysis of the Sampling Behaviour of Stochastic Event-Triggered Control
Giannis Delimpaltadakis, Luca Laurenti, Manuel Mazo Jr.
- 2022 (modified: 24 Apr 2023)
- CoRR 2022
- Readers: Everyone

View all 72 publications

Co-Authors

View all 59 co-authors