From internal to pointwise control for the 1D heat equation and minimal control time. - Cyril Letrouit (Syst. Control. Lett., 2019)

The emergence of clusters in self-attention dynamics. - Borjan Geshkovski; Cyril Letrouit; Yury Polyanskiy; Philippe Rigollet (NeurIPS, 2023)

A mathematical perspective on Transformers. - Borjan Geshkovski; Cyril Letrouit; Yury Polyanskiy; Philippe Rigollet (CoRR, 2023)