output
20112022
most citedOptimal Geographic Caching In Cellular Networks

471 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2020Show all

5 papers · 1 filter

stat.ML2020★ 1 cited

Particle gradient descent model for point process generation

Antoine Brochard, Bartłomiej Błaszczyszyn, Stéphane Mallat +1

This paper presents a statistical model for stationary ergodic point processes, estimated from a single realization observed in a square window. With existing approaches in stochas…

cs.LG2020★ 22 cited

Expressive Power of Invariant and Equivariant Graph Neural Networks

Waïss Azizian, Marc Lelarge

Various classes of Graph Neural Networks (GNN) have been proposed and shown to be successful in a wide range of applications with graph structured data. In this paper, we propose a…

stat.AP2020★ 18 cited

Understanding and monitoring the evolution of the Covid-19 epidemic from medical emergency calls: the example of the Paris area

Stéphane Gaubert, Marianne Akian, Xavier Allamigeon +16

We portray the evolution of the Covid-19 epidemic during the crisis of March-April 2020 in the Paris area, by analyzing the medical emergency calls received by the EMS of the four…

math.PR2020★ 13 cited

Replica-Mean-Field Limits of Fragmentation-Interaction-Aggregation Processes

François Baccelli, Michel Davydov, Thibaud Taillefumier

Network dynamics with point-process-based interactions are of paramount modeling interest. Unfortunately, most relevant dynamics involve complex graphs of interactions for which an…

cs.DS2020★ 19 cited

From tree matching to sparse graph alignment

Luca Ganassali, Laurent Massoulié

In this paper we consider alignment of sparse graphs, for which we introduce the Neighborhood Tree Matching Algorithm (NTMA). For correlated Erdős-Rényi random graphs, we prove tha…