Learning Hawkes Processes from a Handful of Events

Learning Hawkes Processes from a Handful of Events

1 November 2019

Matthias Grossglauser

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Papers citing "Learning Hawkes Processes from a Handful of Events"

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Title
Uncovering Social Network Activity Using Joint User and Topic Interaction Gaspard Abel Argyris Kalogeratos Jean-Pierre Nadal Julien Randon-Furling 12 0 0 15 Jun 2025
A sparsity test for multivariate Hawkes processes Antoine Lotz 52 3 0 14 May 2024
Intensity-free Integral-based Learning of Marked Temporal Point Processes Sishun Liu Ke Deng Xiuzhen Zhang Yongli Ren 27 0 0 04 Aug 2023
Short-term Temporal Dependency Detection under Heterogeneous Event Dynamic with Hawkes Processes Yu Chen Fengpei Li Anderson Schneider Yuriy Nevmyvaka Asohan Amarasingham Henry Lam 121 1 0 28 May 2023
Modeling User Satisfaction Dynamics in Dialogue via Hawkes Process Fanghua Ye Zhiyuan Hu Emine Yilmaz 80 6 0 21 May 2023
Structural Hawkes Processes for Learning Causal Structure from Discrete-Time Event Sequences Jie Qiao Ruichu Cai Siyu Wu Yu Xiang Keli Zhang Zijian Li CML AI4TS 72 6 0 10 May 2023
HyperHawkes: Hypernetwork based Neural Temporal Point Process Manisha Dubey P. K. Srijith M. Desarkar AI4TS 222 1 0 01 Oct 2022
Scalable Marked Point Processes for Exchangeable and Non-Exchangeable Event Sequences A. Panos Ioannis Kosmidis P. Dellaportas 45 2 0 30 May 2021
THP: Topological Hawkes Processes for Learning Causal Structure on Event Sequences Ruichu Cai Siyu Wu Jie Qiao Zijian Li Keli Zhang Xi Zhang 95 25 0 23 May 2021
Fine-Grained $ε$ -Margin Closed-Form Stabilization of Parametric Hawkes Processes Rafael Lima 18 0 0 08 May 2021
Surfacing Estimation Uncertainty in the Decay Parameters of Hawkes Processes with Exponential Kernels Tiago Santos Florian Lemmerich D. Helic 23 3 0 02 Apr 2021
Hawkes Processes Modeling, Inference and Control: An Overview Rafael Lima 35 11 0 26 Nov 2020
Uncertainty Quantification for Inferring Hawkes Networks Haoyun Wang Liyan Xie Alex Cuozzo Simon Mak Yao Xie 60 17 0 12 Jun 2020
Shallow Neural Hawkes: Non-parametric kernel estimation for Hawkes processes Sobin Joseph L. D. Kashyap Shashi Jain 49 5 0 03 Jun 2020
A Metric Space for Point Process Excitations Myrl G. Marmarelis Greg Ver Steeg Aram Galstyan 50 1 0 05 May 2020