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Yuanlu Bai
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Journal Articles
- 2024
- [j2]Yuanlu Bai, Zhiyuan Huang
, Henry Lam
Overconservativeness of Variance-Based Efficiency Criteria and Probabilistic Efficiency in Rare-Event Simulation. Manag. Sci. 70(10): 6852-6873 (2024) - 2022
- [j1]Yuanlu Bai, Zhiyuan Huang
Rare-event Simulation for Neural Network and Random Forest Predictors. ACM Trans. Model. Comput. Simul. 32(3): 18:1-18:33 (2022)
Conference and Workshop Papers
- 2023
- [c7]Yuanlu Bai, Antonius B. Dieker, Henry Lam:
Curse of Dimensionality in Rare-Event Simulation. WSC 2023: 375-384 - 2022
- [c6]Yuanlu Bai, Henry Lam, Tucker Balch, Svitlana Vyetrenko:
Efficient Calibration of Multi-Agent Simulation Models from Output Series with Bayesian Optimization. ICAIF 2022: 437-445 - [c5]Yuanlu Bai, Henry Lam, Sebastian Engelke
Rare-Event Simulation Without Variance Reduction: An Extreme Value Theory Approach. WSC 2022: 133-144 - [c4]Yuanlu Bai, Shengyi He, Henry Lam, Guangxin Jiang, Michael C. Fu:
Importance Sampling for Rare-Event Gradient Estimation. WSC 2022: 3063-3074 - 2021
- [c3]Mansur Arief, Zhiyuan Huang, Guru Koushik Senthil Kumar, Yuanlu Bai, Shengyi He, Wenhao Ding, Henry Lam, Ding Zhao:
Deep Probabilistic Accelerated Evaluation: A Robust Certifiable Rare-Event Simulation Methodology for Black-Box Safety-Critical Systems. AISTATS 2021: 595-603 - 2020
- [c2]Yuanlu Bai, Henry Lam:
On the Error of Naive Rare-Event Monte Carlo Estimator. WSC 2020: 397-408 - [c1]Yuanlu Bai, Henry Lam:
Calibrating Input Parameters via Eligibility Sets. WSC 2020: 2114-2125
Informal and Other Publications
- 2021
- [i4]Yuanlu Bai, Tucker Balch, Haoxian Chen, Danial Dervovic, Henry Lam, Svitlana Vyetrenko:
Calibrating Over-Parametrized Simulation Models: A Framework via Eligibility Set. CoRR abs/2105.12893 (2021) - [i3]Yuanlu Bai, Henry Lam, Svitlana Vyetrenko, Tucker Balch:
Efficient Calibration of Multi-Agent Market Simulators from Time Series with Bayesian Optimization. CoRR abs/2112.03874 (2021) - 2020
- [i2]Mansur Arief, Zhiyuan Huang, Guru Koushik Senthil Kumar, Yuanlu Bai, Shengyi He, Wenhao Ding, Henry Lam, Ding Zhao
Deep Probabilistic Accelerated Evaluation: A Certifiable Rare-Event Simulation Methodology for Black-Box Autonomy. CoRR abs/2006.15722 (2020) - [i1]Yuanlu Bai, Zhiyuan Huang, Henry Lam, Ding Zhao:
Rare-Event Simulation for Neural Network and Random Forest Predictors. CoRR abs/2010.04890 (2020)
Coauthor Index
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