[其他] ICML-Cumulants of Hawkes Processes are Robust to Observation Noise [推广有奖]

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发表于 2025-8-10 18:33:53 |AI写论文

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Cumulants of Hawkes Processes are Robust to Observation Noise

   William Trouleau* 1 Jalal Etesami* 2 Matthias Grossglauser 1 Negar Kiyavash 2 Patrick Thiran 1

         Abstract             they are used to model the stochastic time evolution of limit
                              order books (Da Fonseca & Zaatour, 2014; Abergel & Jedidi,
Multivariate Hawkes processes (MHPs) are       2015). In neuroscience, they are used to model networks of
widely used in a variety of fi ...