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Research

Dr Jeremie Coullon

Formerly at Lancaster University

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  1. 2023
  2. Published

    Efficient and generalizable tuning strategies for stochastic gradient MCMC

    Coullon, J., South, L. & Nemeth, C., 30/06/2023, In: Statistics and Computing. 33, 3, 66.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  3. 2022
  4. Published

    SGMCMCJax: a lightweight JAX library for stochastic gradient Markov chain Monte Carlo algorithms

    Coullon, J. & Nemeth, C., 18/04/2022, In: Journal of Open Source Software. 7, 72, 2 p., 4113.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  5. Published

    Markov chain Monte Carlo for a hyperbolic Bayesian inverse problem in traffic flow modeling

    Coullon, J. & Pokern, Y., 31/03/2022, In: Data-Centric Engineering. 3, 23 p., e4.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  6. 2021
  7. Published

    Efficient and Generalizable Tuning Strategies for Stochastic Gradient MCMC

    Coullon, J., South, L. & Nemeth, C., 27/05/2021, Arxiv.

    Research output: Working paper › Preprint

  8. Published

    Ensemble sampler for infinite-dimensional inverse problems

    Coullon, J. & Webber, R. J., 15/03/2021, In: Statistics and Computing. 31, 3, 9 p., 28.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

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