Method synthesizes incomplete event sequences to learn Hawkes processes.
problem Learning Hawkes processes from short doubly-censored event sequences.
method Sampling-stitching data synthesis method for SDC event sequences.
result Improves learning results for both time-invariant and time-varying Hawkes processes.