Virginie Loison

UNHaP: Unmixing Noise from Hawkes Processes

Physiological signal analysis often involves identifying events crucial to understanding biological dynamics. Many methods have been proposed to detect them, from handcrafted and supervised approaches to unsupervised techniques. All these methods tend to produce spurious events, mainly as they dete…