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Results for cs.LG

Publications & Outputs

  1. 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

  2. Semi-Supervised Learning guided by the Generalized Bayes Rule under Soft Revision

    Dietrich, S., Rodemann, J. & Jansen, C., 24/05/2024, Arxiv.

    Research output: Working paper › Preprint

  3. A Federated Learning Approach to Privacy Preserving Offensive Language Identification

    Zampieri, M., Dola Mullage, D. & Ranasinghe, T., 20/05/2024, TRAC-2024: The Fourth Workshop on Threat, Aggression & Cyberbullying @LREC-COLING-2024: Workshop proceedings. European Language Resources Association (ELRA)

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

  4. IMAFD: An Interpretable Multi-stage Approach to Flood Detection from time series Multispectral Data

    Zhang, Z., Angelov, P., Kangin, D. & Longepe, N., 13/05/2024, Arxiv.

    Research output: Working paper › Preprint

  5. Position: Bayesian Deep Learning is Needed in the Age of Large-Scale AI

    Papamarkou, T., Skoularidou, M., Palla, K., Aitchison, L., Arbel, J., Dunson, D., Filippone, M., Fortuin, V., Hennig, P., Hernández-Lobato, J. M., Hubin, A., Immer, A., Karaletsos, T., Khan, M. E., Kristiadi, A., Li, Y., Mandt, S., Nemeth, C., Osborne, M. A. & Rudner, T. G. J. & 5 others, Rügamer, D., Teh, Y. W., Welling, M., Wilson, A. G. & Zhang, R., 1/05/2024, (Accepted/In press) In: Proceedings of Machine Learning Research.

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

  6. CoinEM: Tuning-Free Particle-Based Variational Inference for Latent Variable Models

    Sharrock, L., Dodd, D. & Nemeth, C., 24/05/2023.

    Research output: Working paper › Preprint

  7. Learning Rate Free Bayesian Inference in Constrained Domains

    Sharrock, L., Mackey, L. & Nemeth, C., 24/05/2023.

    Research output: Working paper › Preprint

  8. The African Stopwords project: curating stopwords for African languages

    Emezue, C., Nigatu, H., Chukwuneke, C., Thinwa, C., Zhou, H., Muhammad, S., Louis, L., Abdulmumin, I., Oyerinde, S., Ajibade, B., Samuel, O., Joshua, O., Onwuegbuzia, E., Emezue, H., Ige, I. A., Tonja, A. L., Dossou, B. F. P., Etori, N. A., Emmanuel, M. C. & Yousuf, O. & 2 others, Aina, K. & David, D., 21/03/2023, Arxiv.

    Research output: Working paper › Preprint

  9. Pinch: An Adversarial Extraction Attack Framework for Deep Learning Models

    Hackett, W., Trawicki, S., Yu, Z., Suri, N. & Garraghan, P., 13/09/2022, In: arXiv.

    Research output: Contribution to Journal/Magazine › Journal article

  10. 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

  11. 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

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