Jinglai Li

Publications

  1. Conference contribution › Research
  2. Published

    An approximate KLD based experimental design for models with intractable likelihoods

    Jinglai Li, 3 Jun 2020, The 23rd International Conference on Artificial Intelligence and Statistics (AISTATS 2020). Proceedings of Machine Learning Research, Vol. 108.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  3. Accepted/In press

    Bayesian optimization with local search

    Jinglai Li, 20 Nov 2019, (Accepted/In press) The Sixth International Conference on Machine Learning, Optimization, and Data Science. Lecture Notes in Computer Sciences

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  4. Article › Research › Peer-reviewed
  5. Published

    A TV-Gaussian prior for infinite-dimensional Bayesian inverse problems and its numerical implementations

    Jinglai Li, 27 May 2016, In: Inverse Problems. 32, 7, 19 p., 075006.

    Research output: Contribution to journalArticlepeer-review

  6. Published

    A cross-entropy method accelerated derivative-free RBDO algorithm

    Jinglai Li, 31 Dec 2016, In: International Journal for Uncertainty Quantification. 6, 6, p. 487-500 13 p.

    Research output: Contribution to journalArticlepeer-review

  7. Published

    A defensive marginal particle filtering method for data assimilation

    Jinglai Li, 27 Aug 2020, In: SIAM/ASA Journal on Uncertainty Quantification. 3, 3, p. 1215–1235 21 p.

    Research output: Contribution to journalArticlepeer-review

  8. Published

    A derivative-free trust-region algorithm for reliability-based optimization

    Jinglai Li, 24 Apr 2017, In: Structural and Multidisciplinary Optimization. 55, 4, p. 1535–1539

    Research output: Contribution to journalArticlepeer-review

  9. Published

    A frozen Gaussian approximation-based multi-level particle swarm optimization for seismic inversion

    Jinglai Li, 1 Sep 2015, In: Journal of Computational Physics. 296, p. 58-71 14 p.

    Research output: Contribution to journalArticlepeer-review

  10. Published

    A hierarchical neural hybrid method for failure probability estimation

    Jinglai Li, 15 Aug 2019, In: IEEE Access. 7, p. 112087 - 112096 10 p.

    Research output: Contribution to journalArticlepeer-review

  11. Published

    A hybrid adaptive MCMC algorithm in function spaces

    Jinglai Li, 12 Jul 2017, In: SIAM/ASA Journal on Uncertainty Quantification. 5, 1, p. 621–639 19 p.

    Research output: Contribution to journalArticlepeer-review

  12. Published

    A note on the Karhunen–Loève expansions for infinite-dimensional Bayesian inverse problems

    Jinglai Li, Nov 2015, In: Statistics and Probability Letters. 106, p. 1-4 4 p.

    Research output: Contribution to journalArticlepeer-review

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