S. (Saba) Amiri
Faculteit der Natuurwetenschappen, Wiskunde en Informatica
Informatics Institute
Bezoekadres
- Science Park 900
Postadres
-
Postbus 94323
1090 GH Amsterdam
Contactgegevens
-
Publicaties
2022
Amiri, S., Belloum, A., Nalisnick, E., Klous, S., & Gommans, L. (2022). On the impact of non-IID data on the performance and fairness of differentially private federated learning. In Proceedings, 52nd Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshop volume: 27-30 June 2022, Baltimore, Maryland (pp. 52-58). (DSN-W; Vol. 2022). IEEE Computer Society. https://doi.org/10.1109/DSN-W54100.2022.00018 [details]- Amiri, S., Nalisnick, E., Belloum, A., Klous, S., & Gommans, L. (2022). Generating Heavy-Tailed Synthetic Data with Normalizing Flows. In The 5th Workshop on Tractable Probabilistic Modeling https://openreview.net/forum?id=PbvyJ8XpNn
2021
- Amiri, S., Belloum, A., Klous, S., & Gommans, L. (2021). Compressive differentiallyprivate federated learning through universal vector quantization. In AAAI Workshop on Privacy-Preserving Artificial Intelligence AAAI.
2019
- Amiri, S., Salimzadeh, S., & Belloum, A. S. Z. (2019). A survey of scalable deep learning frameworks. In IEEE 15th International Conference on eScience: proceedings : 24-27 September 2019, San Diego, California (pp. 650-651). IEEE Computer Society. https://doi.org/10.1109/eScience.2019.00102 [details]
This list of publications is extracted from the UvA-Current Research Information System. Questions? Ask the library or the Pure staff of your faculty / institute. Log in to Pure to edit your publications. Log in to Personal Page Publication Selection tool to manage the visibility of your publications on this list. -
Nevenwerkzaamheden
Geen nevenwerkzaamheden
Amiri, S., Belloum, A., Nalisnick, E., Klous, S., & Gommans, L. (2022). On the impact of non-IID data on the performance and fairness of differentially private federated learning. In Proceedings, 52nd Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshop volume: 27-30 June 2022, Baltimore, Maryland (pp. 52-58). (DSN-W; Vol. 2022). IEEE Computer Society.