Transfer Hawkes processes with content information

• المؤلفون الرئيسيون: Li, Tianbo, Wei, Pengfei, Ke, Yiping
• مؤلفون آخرون: School of Computer Science and Engineering
• التنسيق: Conference or Workshop Item
• اللغة: English
• منشور في: 2020
• الموضوعات: Engineering::Computer science and engineering::Computer applications; Hawkes Processes; Transfer Learning
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/142999
• المؤسسة: Nanyang Technological University

Hawkes processes are widely used for modeling event cascades. However, content and cross-domain information which is also instrumental in modeling is usually neglected. In this paper, we propose a novel model called transfer Hybrid Least Square for Hawkes (trHLSH) that incorporates Hawkes processes...