Mitigating performance saturation in neural marked point processes : architectures and loss functions

• المؤلفون الرئيسيون: Li, Tianbo, Luo, Tianze, Ke, Yiping, Pan, Sinno Jialin
• مؤلفون آخرون: School of Computer Science and Engineering
• التنسيق: Conference or Workshop Item
• اللغة: English
• منشور في: 2021
• الموضوعات: Engineering::Computer science and engineering; Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence; Neural Point Processes; Hawkes Processes; Event Sequential Analysis
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/152799
• المؤسسة: Nanyang Technological University

Attributed event sequences are commonly encountered in practice. A recent research line focuses on incorporating neural networks with the statistical model -- marked point processes, which is the conventional tool for dealing with attributed event sequences. Neural marked point processes possess...