Temporal Scale Estimation for Oversampled Network Cascades: Theory, Algorithms, and Experiment

no code implementations • 22 Sep 2021 • Abram Magner, Carolyn Kaminski, Petko Bogdanov

We highlight one such phenomenon -- temporal distortion -- caused by a misalignment between the rate at which observations of a cascade process are made and the rate at which the process itself operates, and argue that failure to correct for it results in degradation of performance on downstream statistical tasks.

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