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Research

Dr James A. Grant

Lecturer in Statistics

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  1. 2024
  2. Forthcoming

    Federated χ-armed Bandit with Flexible Personalisation

    Arabzadeh, A., Grant, J. A. & Leslie, D. S., 27/11/2024, (Accepted/In press) In: Transactions on Machine Learning Research. 2024, 15 p.

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

  3. Published

    Federated $\mathcal{X}$-armed Bandit with Flexible Personalisation

    Arabzadeh, A., Grant, J. A. & Leslie, D. S., 11/09/2024, Arxiv.

    Research output: Working paper › Preprint

  4. Published

    Tropical Logistic Regression Model on Space of Phylogenetic Trees

    Aliatimis, G., Yoshida, R., Boyacı, B. & Grant, J., 2/07/2024, In: Bulletin of Mathematical Biology. 86, 99.

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

  5. Published

    Sequential Simulation Optimization with Censoring: An Application to Bike Sharing Systems

    Gibbons, C., Grant, J. A. & Szechtman, R., 31/01/2024, 2023 Winter Simulation Conference, WSC 2023. Institute of Electrical and Electronics Engineers Inc., p. 3624-3635 12 p. (Proceedings - Winter Simulation Conference).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  6. Published

    Online Detection and Fuzzy Clustering of Anomalies in Non-Stationary Time Series

    He, C., Leslie, D. S. & Grant, J. A., 24/01/2024, In: Signals. 5, 1, p. 40-59 20 p.

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

  7. 2023
  8. Published

    Learning to rank under multinomial logit choice

    Grant, J. A. & Leslie, D. S., 30/10/2023, In: Journal of Machine Learning Research. 24, 260, p. 1-49 49 p.

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

  9. 2021
  10. Published

    Filtered Poisson process bandit on a continuum

    Grant, J. & Szechtman, R., 31/12/2021, In: European Journal of Operational Research. 295, 2, p. 575-586 12 p.

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

  11. Published

    Apple Tasting Revisited: Bayesian Approaches to Partially Monitored Online Binary Classification

    Grant, J. A. & Leslie, D. S., 29/09/2021, Arxiv.

    Research output: Working paper › Preprint

  12. 2020
  13. Published

    Learning to Rank under Multinomial Logit Choice

    Grant, J. A. & Leslie, D. S., 7/09/2020, In: arXiv.org.

    Research output: Contribution to Journal/Magazine › Journal article

  14. Published

    On Thompson Sampling for Smoother-than-Lipschitz Bandits

    Grant, J. A. & Leslie, D. S., 26/08/2020, 23rd International Conference on Artificial Intelligence and Statistics. Proceedings of Machine Learning Research, p. 2612-2622 11 p. (Proceedings of Machine Learning Research; vol. 108).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

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