Chain and Causal Attention for Efficient Entity Tracking. - Erwan Fagnou; Paul Caillon; Blaise Delattre; Alexandre Allauzen (EMNLP, 2024)

Bridging the Theoretical Gap in Randomized Smoothing. - Blaise Delattre; Paul Caillon; Quentin Barthélemy; Erwan Fagnou; Alexandre Allauzen (AISTATS, 2025)

Accelerated training through iterative gradient propagation along the residual path. - Erwan Fagnou; Paul Caillon; Blaise Delattre; Alexandre Allauzen (ICLR, 2025)

Fast Training of Recurrent Neural Networks with Stationary State Feedbacks. - Paul Caillon; Erwan Fagnou; Alexandre Allauzen (CoRR, 2025)