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Detection of Short-Term Temporal Dependencies in Hawkes Processes with Heterogeneous Background Dynamics

Yu Chen, Fengpei Li, Anderson Schneider, Yuriy Nevmyvaka, Asohan Amarasingham, Henry Lam

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Abstract

Many kinds of simultaneously-observed

BibTeX
@InProceedings{pmlr-v216-chen23g,
  title = 	 {Detection of Short-Term Temporal Dependencies in {H}awkes Processes with Heterogeneous Background Dynamics},
  author =       {Chen, Yu and Li, Fengpei and Schneider, Anderson and Nevmyvaka, Yuriy and Amarasingham, Asohan and Lam, Henry},
  booktitle = 	 {Proceedings of the Thirty-Ninth Conference on Uncertainty in Artificial Intelligence},
  pages = 	 {369--380},
  year = 	 {2023},
  editor = 	 {Evans, Robin J. and Shpitser, Ilya},
  volume = 	 {216},
  series = 	 {Proceedings of Machine Learning Research},
  month = 	 {31 Jul--04 Aug},
  publisher =    {PMLR},
  pdf = 	 {https://proceedings.mlr.press/v216/chen23g/chen23g.pdf},
  url = 	 {https://proceedings.mlr.press/v216/chen23g.html},
  abstract = 	 {Many kinds of simultaneously-observed
Detection of Short-Term Temporal Dependencies in Hawkes Processes with Heterogeneous Background Dynamics · UAI 2023