Deep Probabilistic Accelerated Evaluation: A Robust Certifiable Rare-Event Simulation Methodology for Black-Box Safety-Critical Systems

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. In Arindam Banerjee 0001, Kenji Fukumizu, editors, The 24th International Conference on Artificial Intelligence and Statistics, AISTATS 2021, April 13-15, 2021, Virtual Event. Volume 130 of Proceedings of Machine Learning Research, pages 595-603, PMLR, 2021. [doi]

@inproceedings{AriefHKBHDLZ21,
  title = {Deep Probabilistic Accelerated Evaluation: A Robust Certifiable Rare-Event Simulation Methodology for Black-Box Safety-Critical Systems},
  author = {Mansur Arief and Zhiyuan Huang and Guru Koushik Senthil Kumar and Yuanlu Bai and Shengyi He and Wenhao Ding and Henry Lam and Ding Zhao},
  year = {2021},
  url = {http://proceedings.mlr.press/v130/arief21a.html},
  researchr = {https://researchr.org/publication/AriefHKBHDLZ21},
  cites = {0},
  citedby = {0},
  pages = {595-603},
  booktitle = {The 24th International Conference on Artificial Intelligence and Statistics, AISTATS 2021, April 13-15, 2021, Virtual Event},
  editor = {Arindam Banerjee 0001 and Kenji Fukumizu},
  volume = {130},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}