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07/05/2022
Probability density estimation for sets of large graphs with respect to spectral information using stochastic block models
For graph-valued data sampled iid from a distribution μ, the sample mome...
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01/15/2022
Theoretical analysis and computation of the sample Frechet mean for sets of large graphs based on spectral information
To characterize the location (mean, median) of a set of graphs, one need...
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05/30/2021
The Sample Fréchet Mean of Sparse Graphs is Sparse
The availability of large datasets composed of graphs creates an unprece...
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05/10/2021