172 citations · 516 across the 28 of their papers we have counts for
Showing 2022Show all
2 papers · 1 filter
cs.LG2022★ 3 cited
Recovering the Graph Underlying Networked Dynamical Systems under Partial Observability: A Deep Learning Approach
Sérgio Machado, Anirudh Sridhar, Paulo Gil +3
We study the problem of graph structure identification, i.e., of recovering the graph of dependencies among time series. We model these time series data as components of the state…
eess.SP2022★ 1 cited
The Companion Model -- a Canonical Model in Graph Signal Processing
John Shi, Jose M. F. Moura
This paper introduces a graph signal model defined by a graph and a shift, the graph and the $\t…