2 papers
math.NA2023
Fast And Automatic Floating Point Error Analysis With CHEF-FP
Garima Singh, Baidyanath Kundu, Harshitha Menon +3
As we reach the limit of Moore's Law, researchers are exploring different paradigms to achieve unprecedented performance. Approximate Computing (AC), which relies on the ability of…
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…