4 citations · 10 across the 21 of their papers we have counts for
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stat.ME2021★ 2 cited
Vector-Valued Control Variates
Zhuo Sun, Alessandro Barp, François-Xavier Briol
Control variates are variance reduction tools for Monte Carlo estimators. They can provide significant variance reduction, but usually require a large number of samples, which can…
stat.CO2021★ 2 cited
Discrepancy-based Inference for Intractable Generative Models using Quasi-Monte Carlo
Ziang Niu, Johanna Meier, François-Xavier Briol
Intractable generative models are models for which the likelihood is unavailable but sampling is possible. Most approaches to parameter inference in this setting require the comput…