184 citations · 568 across the 28 of their papers we have counts for
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cs.MS2021★ 2 cited
A Cross-Platform Benchmark for Interval Computation Libraries
Xuan Tang, Zachary Ferguson, Teseo Schneider +3
Interval computation is widely used to certify computations that use floating point operations to avoid pitfalls related to rounding error introduced by inaccurate operations. Desp…
cs.MS2020★ 5 cited
ACORNS: An Easy-To-Use Code Generator for Gradients and Hessians
Deshana Desai, Etai Shuchatowitz, Zhongshi Jiang +2
The computation of first and second-order derivatives is a staple in many computing applications, ranging from machine learning to scientific computing. We propose an algorithm to…