1 citations · 3 across the 3 of their papers we have counts for
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stat.ME2021
Certifiable Deep Importance Sampling for Rare-Event Simulation of Black-Box Systems
Mansur Arief, Yuanlu Bai, Wenhao Ding +4
Rare-event simulation techniques, such as importance sampling (IS), constitute powerful tools to speed up challenging estimation of rare catastrophic events. These techniques often…
stat.ME2019★ 1 cited
Evaluation Uncertainty in Data-Driven Self-Driving Testing
Zhiyuan Huang, Mansur Arief, Henry Lam +1
Safety evaluation of self-driving technologies has been extensively studied. One recent approach uses Monte Carlo based evaluation to estimate the occurrence probabilities of safet…