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cs.MS2023
Automatic Differentiation of Binned Likelihoods With Roofit and Clad
Garima Singh, Jonas Rembser, Lorenzo Moneta +2
RooFit is a toolkit for statistical modeling and fitting used by most experiments in particle physics. Just as data sets from next-generation experiments grow, processing requireme…
cs.MS2022★ 4 cited
GPU Accelerated Automatic Differentiation With Clad
Ioana Ifrim, Vassil Vassilev, David J Lange
Automatic Differentiation (AD) is instrumental for science and industry. It is a tool to evaluate the derivative of a function specified through a computer program. The range of AD…