Revisiting the Mark Conditional Independence Assumption in Neural Marked Temporal Point Processes. - Tanguy Bosser; Souhaib Ben Taieb (ESANN, 2023)

On the Predictive Accuracy of Neural Temporal Point Process Models for Continuous-time Event Data. - Tanguy Bosser; Souhaib Ben Taieb (Trans. Mach. Learn. Res., 2023)

Distribution-free conformal joint prediction regions for neural marked temporal point processes. - Victor Dheur; Tanguy Bosser; Rafael Izbicki; Souhaib Ben Taieb (Mach. Learn., 2024)

Preventing Conflicting Gradients in Neural Marked Temporal Point Processes. - Tanguy Bosser; Souhaib Ben Taieb (Trans. Mach. Learn. Res., 2025)