268 citations · 992 across the 37 of their papers we have counts for
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cs.SI2018
Graph Coarsening with Preserved Spectral Properties
Yu Jin, Andreas Loukas, Joseph F. JaJa
Large-scale graphs are widely used to represent object relationships in many real world applications. The occurrence of large-scale graphs presents significant computational challe…
cs.SI2015★ 99 cited
Distributed Autoregressive Moving Average Graph Filters
Andreas Loukas, Andrea Simonetto, Geert Leus
We introduce the concept of autoregressive moving average (ARMA) filters on a graph and show how they can be implemented in a distributed fashion. Our graph filter design philosoph…