82 citations · 145 across the 26 of their papers we have counts for
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math.NA2025★ 1 cited
On the optimization of discrepancy measures
François Clément, Nathan Kirk, Art B. Owen +1
Numerical optimizations can find point sets with lower discrepancies than prior methods based on algebra, and discrepancies are computationally attractive for this. The …
math.NA2020★ 3 cited
Higher-order Quasi-Monte Carlo Training of Deep Neural Networks
M. Longo, S. Mishra, T. K. Rusch +1
We present a novel algorithmic approach and an error analysis leveraging Quasi-Monte Carlo points for training deep neural network (DNN) surrogates of Data-to-Observable (DtO) maps…