Fornasier, Massimo

3 publications

ICLR 2026 Fast Training of Accurate Physics-Informed Neural Networks Without Gradient Descent Chinmay Datar, Taniya Kapoor, Abhishek Chandra, Qing Sun, Erik Lien Bolager, Iryna Burak, Anna Veselovska, Massimo Fornasier, Felix Dietrich

ICMLW 2024 How Consensus-Based Optimization Can Be Interpreted as a Stochastic Relaxation of Gradient Descent Konstantin Riedl, Timo Klock, Carina Geldhauser, Massimo Fornasier

JMLR 2021 Consensus-Based Optimization on the Sphere: Convergence to Global Minimizers and Machine Learning Massimo Fornasier, Lorenzo Pareschi, Hui Huang, Philippe Sünnen