Jonathan A Scott
3 Publications
2024 | Published | Conference Paper | IST-REx-ID: 17411 | 
Scott, J. A., Zakerinia, H., & Lampert, C. (2024). PEFLL: Personalized federated learning by learning to learn. In 12th International Conference on Learning Representations. Vienna, Austria: OpenReview.
[Published Version]
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| arXiv
2024 | Published | Conference Paper | IST-REx-ID: 18120 |
Scott, J. A., & Cahill, Á. (2024). Improved modelling of federated datasets using mixtures-of-Dirichlet-multinomials. In Proceedings of the 41st International Conference on Machine Learning (Vol. 235, pp. 44012–44037). Vienna, Austria: ML Research Press.
[Preprint]
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| arXiv
2023 | Published | Conference Paper | IST-REx-ID: 12660 |
Scott, J. A., Yeo, M. X., & Lampert, C. (2023). Cross-client label propagation for transductive and semi-supervised federated learning. In Transactions in Machine Learning. Curran Associates.
[Preprint]
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| arXiv
Grants
3 Publications
2024 | Published | Conference Paper | IST-REx-ID: 17411 |
Scott, J. A., Zakerinia, H., & Lampert, C. (2024). PEFLL: Personalized federated learning by learning to learn. In 12th International Conference on Learning Representations. Vienna, Austria: OpenReview.
[Published Version]
View
| Files available
| arXiv
2024 | Published | Conference Paper | IST-REx-ID: 18120 |
Scott, J. A., & Cahill, Á. (2024). Improved modelling of federated datasets using mixtures-of-Dirichlet-multinomials. In Proceedings of the 41st International Conference on Machine Learning (Vol. 235, pp. 44012–44037). Vienna, Austria: ML Research Press.
[Preprint]
View
| Download Preprint (ext.)
| arXiv
2023 | Published | Conference Paper | IST-REx-ID: 12660 |
Scott, J. A., Yeo, M. X., & Lampert, C. (2023). Cross-client label propagation for transductive and semi-supervised federated learning. In Transactions in Machine Learning. Curran Associates.
[Preprint]
View
| Files available
| arXiv