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stat.ML2024★ 1 cited
Flexible Parametric Inference for Space-Time Hawkes Processes
Emilia Siviero, Guillaume Staerman, Stephan Clémençon +1
Many modern spatio-temporal data sets, in sociology, epidemiology or seismology, for example, exhibit self-exciting characteristics, triggering and clustering behaviors both at the…
stat.ML2022
A Statistical Learning View of Simple Kriging
Emilia Siviero, Emilie Chautru, Stephan Clémençon
In the Big Data era, with the ubiquity of geolocation sensors in particular, massive datasets exhibiting a possibly complex spatial dependence structure are becoming increasingly a…