2 papers
cs.LG2024
Mamba Hawkes Process
Anningzhe Gao, Shan Dai, Yan Hu
Irregular and asynchronous event sequences are prevalent in many domains, such as social media, finance, and healthcare. Traditional temporal point processes (TPPs), like Hawkes pr…
cs.LG2024
RoTHP: Rotary Position Embedding-based Transformer Hawkes Process
Anningzhe Gao, Shan Dai
Temporal Point Processes (TPPs), especially Hawkes Process are commonly used for modeling asynchronous event sequences data such as financial transactions and user behaviors in soc…