Scalable semiparametric inference for the means of heavy-tailed distributions

Matt Taddy, Hedibert Freitas Lopes, Matt Gardner

Heavy tailed distributions present a tough setting for inference. They are also common in industrial applications, particularly with Internet transaction datasets, and machine lear…