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