1 citations · 1 across the 4 of their papers we have counts for
4 papers
A lightweight framework for characterising extreme precipitation events in climate ensembles
Dáire Healy, Isadora Antoniano-Villalobos, Claudia Collarin +3
This article summarises the methods used by the team ``Ca' Foscari" for the EVA 2025 Data Challenge. The questions of the challenge concern the estimation of exceedance probabiliti…
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…
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…
A stochastic Gauss-Newton algorithm for regularized semi-discrete optimal transport
Bernard Bercu, Jérémie Bigot, Sébastien Gadat +1
We introduce a new second order stochastic algorithm to estimate the entropically regularized optimal transport cost between two probability measures. The source measure can be arb…