2 papers
math.ST2019
A new method for the robust characterisation of pairwise statistical dependency between point processes
Antoine Messager, Nicos Georgiou, Luc Berthouze
The robust detection of statistical dependencies between the components of a complex system is a key step in gaining a network-based understanding of the system. Because of their s…
cs.LG2018
Inferring the time-varying functional connectivity of large-scale computer networks from emitted events
Antoine Messager, George Parisis, Istvan Z Kiss +3
We consider the problem of inferring the functional connectivity of a large-scale computer network from sparse time series of events emitted by its nodes. We do so under the follow…