385 citations · 1.7k across the 35 of their papers we have counts for
Showing 2016 · cs.ITShow all
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cs.IT2016
Rethinking Sketching as Sampling: A Graph Signal Processing Approach
Fernando Gama, Antonio G. Marques, Gonzalo Mateos +1
Sampling of signals belonging to a low-dimensional subspace has well-documented merits for dimensionality reduction, limited memory storage, and online processing of streaming netw…
cs.IT2016★ 82 cited
Blind Identification of Graph Filters
Santiago Segarra, Gonzalo Mateos, Antonio G. Marques +1
Network processes are often represented as signals defined on the vertices of a graph. To untangle the latent structure of such signals, one can view them as outputs of linear grap…