457 citations · 696 across the 72 of their papers we have counts for
Showing 2019 · stat.MEShow all
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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…
stat.ME2019★ 1 cited
Enhanced Balancing of Bias-Variance Tradeoff in Stochastic Estimation: A Minimax Perspective
Henry Lam, Xinyu Zhang, Xuhui Zhang
Biased stochastic estimators, such as finite-differences for noisy gradient estimation, often contain parameters that need to be properly chosen to balance impacts from the bias an…