Nanosecond machine learning regression with deep boosted decision trees in FPGA for high energy physics

Benjamin Carlson, Quincy Bayer, Tae Min Hong +1

We present a novel application of the machine learning / artificial intelligence method called boosted decision trees to estimate physical quantities on field programmable gate arr…