Large Deviation Theory-based Adaptive Importance Sampling for Rare Events in High Dimensions

Shanyin Tong, Georg Stadler. Large Deviation Theory-based Adaptive Importance Sampling for Rare Events in High Dimensions. SIAM/ASA J. Uncertain. Quantification, 11(3):788-813, September 2023. [doi]

@article{TongS23,
  title = {Large Deviation Theory-based Adaptive Importance Sampling for Rare Events in High Dimensions},
  author = {Shanyin Tong and Georg Stadler},
  year = {2023},
  month = {September},
  doi = {10.1137/22m1524758},
  url = {https://doi.org/10.1137/22m1524758},
  researchr = {https://researchr.org/publication/TongS23},
  cites = {0},
  citedby = {0},
  journal = {SIAM/ASA J. Uncertain. Quantification},
  volume = {11},
  number = {3},
  pages = {788-813},
}