15 citations · 22 across the 5 of their papers we have counts for
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stat.ME2022★ 15 cited
Inference of multivariate exponential Hawkes processes with inhibition and application to neuronal activity
Anna Bonnet, Miguel Martinez Herrera, Maxime Sangnier
The multivariate Hawkes process is a past-dependent point process used to model the relationship of event occurrences between different phenomena.Although the Hawkes process was or…
stat.ME2020★ 2 cited
Uniform Deconvolution for Poisson Point Processes
Anna Bonnet, Claire Lacour, Franck Picard +1
We focus on the estimation of the intensity of a Poisson process in the presence of a uniform noise. We propose a kernel-based procedure fully calibrated in theory and practice. We…