Francesco Di Fiore

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 5

Top Topics

Bayesian Estimation

Efficient Optimization

Monte Carlo Sampling

Optimization Method

Top Venues

Knowl. Based Syst.

Publications

Francesco Di Fiore, Laura Mainini
NM2-BO: Non-Myopic Multifidelity Bayesian Optimization. Knowl. Based Syst. 299 (2024)
Francesco Di Fiore, Laura Mainini
Physics-Aware Multifidelity Bayesian Optimization: a Generalized Formulation. CoRR (2023)
Francesco Di Fiore, Michela Nardelli, Laura Mainini
Active Learning and Bayesian Optimization: a Unified Perspective to Learn with a Goal. CoRR (2023)
Laura Mainini, Andrea Serani, Markus P. Rumpfkeil, Edmondo A. Minisci, Domenico Quagliarella, Hayriye Pehlivan Solak, Sihmehmet Yildiz, S. Ficini, Riccardo Pellegrini, Francesco Di Fiore, Dean E. Bryson, Melike Nikbay, Matteo Diez, Phil Beran
Analytical Benchmark Problems for Multifidelity Optimization Methods. CoRR (2022)
Francesco Di Fiore, Laura Mainini
Non-Myopic Multifidelity Bayesian Optimization. CoRR (2022)