Location of earthquakes is a primary task in seismology and microseismic monitoring, essential for almost any further analysis. Earthquake hypocenters can be determined by the inversion arrival times seismic waves observed at stations, which non-linear inverse problem. Growing amounts data real-time processing requirements imply use robust machine learning applications characterization seismici...