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math.CO2021★ 10 cited
A noncommutative approach to the graphon Fourier transform
Mahya Ghandehari, Jeannette Janssen, Nauzer Kalyaniwalla
Signal analysis on graphs relies heavily on the graph Fourier transform, which is defined as the projection of a signal onto an eigenbasis of the associated shift operator. Large g…
math.CO2021★ 1 cited
Uniform Embeddings for Robinson Similarity Matrices
Jeannette Janssen, Zhiyuan Zhang
A Robinson similarity matrix is a symmetric matrix where the entry values on all rows and columns increase toward the diagonal. Decompose the Robinson matrix into the sum of k {0,…