Hasin Us Sami

According to our database, Hasin Us Sami authored at least 12 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Secure Gradient Aggregation With Sparsification for Resource-Limited Federated Learning.

Hasin Us Sami, Basak Güler

IEEE Trans. Commun., November, 2024

Privacy-Preserving Collaborative Learning With Linear Communication Complexity.

Xingyu Lu, Hasin Us Sami, Basak Güler

IEEE Trans. Inf. Theory, August, 2024

Over-the-Air Clustered Federated Learning.

Hasin Us Sami, Basak Güler

IEEE Trans. Wirel. Commun., July, 2024

Secure Aggregation for Clustered Federated Learning With Passive Adversaries.

Hasin Us Sami, Basak Güler

IEEE Trans. Commun., July, 2024

SCALR: Communication-Efficient Secure Multi-Party Logistic Regression.

Xingyu Lu, Hasin Us Sami, Basak Güler

IEEE Trans. Commun., January, 2024

Secure Submodel Aggregation for Resource-Aware Federated Learning.

Hasin Us Sami, Basak Güler

Proceedings of the IEEE International Symposium on Information Theory, 2024

Sparsity-Based Secure Gradient Aggregation for Resource-Constrained Federated Learning.

Hasin Us Sami, Basak Güler

Proceedings of the IEEE International Symposium on Information Theory, 2024

2023

Secure Aggregation for Clustered Federated Learning.

Hasin Us Sami, Basak Güler

Proceedings of the IEEE International Symposium on Information Theory, 2023

Dropout-Resilient Secure Multi-Party Collaborative Learning with Linear Communication Complexity.

Xingyu Lu, Hasin Us Sami, Basak Güler

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

Over-the-Air Personalized Federated Learning.

Hasin Us Sami, Basak Güler

Proceedings of the IEEE International Conference on Acoustics, 2022

Communication-Efficient Secure Aggregation for Federated Learning.

Irem Ergün, Hasin Us Sami, Basak Güler

Proceedings of the IEEE Global Communications Conference, 2022

2021

Sparsified Secure Aggregation for Privacy-Preserving Federated Learning.

Irem Ergün, Hasin Us Sami, Basak Guler

CoRR, 2021