Interpretable transformer hawkes processes: Unveiling complex interactions in social networks

Z Meng, K Wan, Y Huang, Z Li, Y Wang… - Proceedings of the 30th …, 2024 - dl.acm.org
Social networks represent complex ecosystems where the interactions between users or
groups play a pivotal role in information dissemination, opinion formation, and social …

Conjugate Bayesian Two-step Change Point Detection for Hawkes Process

Z Zhang, X Lu, F Zhou - arXiv preprint arXiv:2409.17591, 2024 - arxiv.org
The Bayesian two-step change point detection method is popular for the Hawkes process
due to its simplicity and intuitiveness. However, the non-conjugacy between the point …