A WGAN with an exact Hawkes simulator as its generator estimates spatiotemporal Hawkes parameters from thinned crime data, improving hotspot prediction on simulated Bogota data.
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Likelihood-Free Estimation for Spatiotemporal Hawkes processes with missing data and application to predictive policing
A WGAN with an exact Hawkes simulator as its generator estimates spatiotemporal Hawkes parameters from thinned crime data, improving hotspot prediction on simulated Bogota data.