João Lobo Pevidor

About me

I am a second year student at Warwick supervised by Fanghui Liu (Shanghai Jiao Tong University) and Long Tran-Thanh (Warwick, DCS). My research focuses on understanding the function spaces induced by neural networks, and in particular on which functions they can represent and learn efficiently. More broadly, I'm interested in the theoretical foundations of learning with neural networks and in pure mathematics, specially functional analysis and the geometry of Banach spaces.

Publications

João Lobo, Bruno Loureiro, Long Tran-Thanh, and Fanghui Liu. "How does feature learning reshape the function space?" In

Advances in Neural Information Processing Systems (NeurIPS), 2026.