2 papers
math.PR2016
Spectral Bounds in Random Graphs Applied to Spreading Phenomena and Percolation
Rémi Lemonnier, Kevin Scaman, Nicolas Vayatis
In this paper, we derive nonasymptotic theoretical bounds for the influence in random graphs that depend on the spectral radius of a particular matrix, called the Hazard matrix. We…
stat.ML2016
Multivariate Hawkes Processes for Large-scale Inference
Rémi Lemonnier, Kevin Scaman, Argyris Kalogeratos
In this paper, we present a framework for fitting multivariate Hawkes processes for large-scale problems both in the number of events in the observed history and the number of…