Log d observation time is sufficient and necessary to exactly recover the latent network for sparse weak-interaction stationary Hawkes processes.
First-and second-order statistics characterization of Hawkes processes and non-parametric estimation.IEEE Transactions on Information Theory, 62(4):2184–2202
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On Observation Time for Recovering Latent Hawkes Networks
Log d observation time is sufficient and necessary to exactly recover the latent network for sparse weak-interaction stationary Hawkes processes.