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Anomaly Detection Reading Group: Graph Classification
August 8, 2019 @ 10:00 am - 11:30 pm
Speaker: Andra Băltoiu (University of Bucharest)
Abstract: We continue our investigation on the task of detecting outliers in networks, by looking at the concept of signal variation on a graph.
Required reading:
A. Sandryhaila and J. M. F. Moura, “Classification via regularization on graphs,” 2013 IEEE Global Conference on Signal and Information Processing, Austin, TX, 2013, pp. 495-498.
S. Chen, A. Sandryhaila, J. M. F. Moura and J. Kovačević, “Signal Recovery on Graphs: Variation Minimization,” in IEEE Transactions on Signal Processing, vol. 63, no. 17, pp. 4609-4624, Sept.1, 2015.