Classically Approximating Variational Quantum Machine Learning with Random Fourier Features. - Jonas Landman; Slimane Thabet; Constantin Dalyac; Hela Mhiri; Elham Kashefi (ICLR, 2023)

Constrained and Vanishing Expressivity of Quantum Fourier Models. - Hela Mhiri; Léo Monbroussou; Mario Herrero-Gonzalez; Slimane Thabet; Elham Kashefi; Jonas Landman (Quantum, 2025)

A unifying account of warm start guarantees for patches of quantum landscapes. - Hela Mhiri; Ricard Puig-i-Valls; Sacha Lerch; Manuel S. Rudolph; Thiparat Chotibut; Supanut Thanasilp; Zoë Holmes (CoRR, 2025)