The Modern Automated Astrophysics Stack

Talk
Event Hot-wiring the Transient Universe III Location Santa Fe, NM Date Nov 2013

Summary

Talk on the machine-learning stack behind real-time discovery in the Palomar Transient Factory and its successor iPTF: real-bogus classification, why machine-learned classification beats human scanners, and early numbers and lessons from iPTF.

In the “Nuts and Bolts: Algorithms and Event Brokers” session on Thursday, November 14, at the third Hot-wiring the Transient Universe workshop, which he helped organize. The proceedings carry only a title page.