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Statistical Artificial Intelligence

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  1. 2022
  2. Published

    Subset Multivariate Collective And Point Anomaly Detection

    Fisch, A., Eckley, I. & Fearnhead, P., 30/06/2022, In: Journal of Computational and Graphical Statistics. 31, 2, p. 574-585 12 p.

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

  3. Published

    Modelling Populations of Interaction Networks via Distance Metrics

    Bolt, G., Lunagómez, S. & Nemeth, C., 20/06/2022.

    Research output: Working paper › Preprint

  4. Published

    Distances for Comparing Multisets and Sequences

    Bolt, G., Lunagómez, S. & Nemeth, C., 17/06/2022, Arxiv.

    Research output: Working paper › Preprint

  5. Published

    Bayesian quantile and expectile optimisation

    Picheny, V., Moss, H., Torossian, L. & Durrande, N., 5/05/2022, Proceedings of the 38th Conference on Uncertainty in Artificial Intelligence (UAI 2022),. Cussens, J. & Zhang, K. (eds.). PMLR, p. 1623-1633 11 p.

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

  6. Published

    GaussianProcesses.jl: A Nonparametric Bayes package for the Julia Language

    Fairbrother, J., Nemeth, C., Pinder, T., Rischard, M. & Brea, J., 30/04/2022, In: Journal of Statistical Software. 102, 1, p. 1-36 36 p.

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

  7. 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

  8. Published

    Wildmeat consumption and child health in Amazonia

    Torres, P., Morsello, C., Orellana, J. D. Y., Almeida, O., De Oliveira Moraes, A., Chacon Montalvan, E., Pinto, M., Fink, M., Freire, M. & Parry, L., 6/04/2022, In: Scientific Reports. 12, 1, 14 p., 5213.

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

  9. Published

    Efficient computation of the volume of a polytope in high-dimensions using Piecewise Deterministic Markov Processes

    Chevallier, A., Cazals, F. & Fearnhead, P., 28/03/2022, In: Proceedings of Machine Learning Research. 151, p. 10146-10160 15 p.

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

  10. Published

    Modeling of Waiting Lists for Chronic Heart Failure in the Wake of the Covid-19 Pandemic

    Wise, A., Heib, A., Morgan, L., Currie, C., Champneys, A., Nadarajah, R., Gale, C. & Mamas, M., 23/02/2022, 2021 Winter Simulation Conference, WSC 2021. IEEE, p. 1-11 11 p. 9715505. (Proceedings - Winter Simulation Conference; vol. 2021-December).

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

  11. Published

    Generalized Functional Pruning Optimal Partitioning (GFPOP) for Constrained Changepoint Detection in Genomic Data

    Hocking, T. D., Rigaill, G., Fearnhead, P. & Bourque, G., 7/02/2022, In: Journal of Statistical Software. 101, 10, 31 p.

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

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