Yuanlu Bai

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 12

Top Topics

Efficient Optimization

Simulation Models

Top Venues

ACM Trans. Model. Comput. Simul.

Publications

Yuanlu Bai, Antonius B. Dieker, Henry Lam
Curse of Dimensionality in Rare-Event Simulation. WSC (2023)
Yuanlu Bai, Zhiyuan Huang, Henry Lam, Ding Zhao
Rare-event Simulation for Neural Network and Random Forest Predictors. ACM Trans. Model. Comput. Simul. 32 (3) (2022)
Yuanlu Bai, Shengyi He, Henry Lam, Guangxin Jiang, Michael C. Fu
Importance Sampling for Rare-Event Gradient Estimation. WSC (2022)
Yuanlu Bai, Henry Lam, Sebastian Engelke
Rare-Event Simulation Without Variance Reduction: An Extreme Value Theory Approach. WSC (2022)
Yuanlu Bai, Henry Lam, Tucker Balch, Svitlana Vyetrenko
Efficient Calibration of Multi-Agent Simulation Models from Output Series with Bayesian Optimization. ICAIF (2022)
Yuanlu Bai, Henry Lam, Svitlana Vyetrenko, Tucker Balch
Efficient Calibration of Multi-Agent Market Simulators from Time Series with Bayesian Optimization. CoRR (2021)
Yuanlu Bai, Tucker Balch, Haoxian Chen, Danial Dervovic, Henry Lam, Svitlana Vyetrenko
Calibrating Over-Parametrized Simulation Models: A Framework via Eligibility Set. CoRR (2021)
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)
Yuanlu Bai, Henry Lam
On the Error of Naive Rare-Event Monte Carlo Estimator. WSC (2020)
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 (2020)
Yuanlu Bai, Zhiyuan Huang, Henry Lam, Ding Zhao
Rare-Event Simulation for Neural Network and Random Forest Predictors. CoRR (2020)
Yuanlu Bai, Henry Lam
Calibrating Input Parameters via Eligibility Sets. WSC (2020)