385 citations · 2k across the 117 of their papers we have counts for
3 papers · 1 filter
Network Inference from Consensus Dynamics
Santiago Segarra, Michael T. Schaub, Ali Jadbabaie
We consider the problem of identifying the topology of a weighted, undirected network from observing snapshots of multiple independent consensus dynamics. Specifically…
Centrality measures for graphons: Accounting for uncertainty in networks
Marco Avella-Medina, Francesca Parise, Michael T. Schaub +1
As relational datasets modeled as graphs keep increasing in size and their data-acquisition is permeated by uncertainty, graph-based analysis techniques can become computationally…
The Dual Graph Shift Operator: Identifying the Support of the Frequency Domain
Geert Leus, Santiago Segarra, Alejandro Ribeiro +1
Contemporary data is often supported by an irregular structure, which can be conveniently captured by a graph. Accounting for this graph support is crucial to analyze the data, lea…