Nanosecond anomaly detection with decision trees and real-time application to exotic Higgs decays

Stephen Roche, Quincy Bayer, Benjamin Carlson +4

We present an interpretable implementation of the autoencoding algorithm, used as an anomaly detector, built with a forest of deep decision trees on FPGA, field programmable gate a…