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Publications by Afsaneh Mahmoudi Benhangi

Refereegranskade

Konferensbidrag

[1]
A. Mahmoudi et al., "A-LAQ : Adaptive Lazily Aggregated Quantized Gradient," in 2022 IEEE GLOBECOM Workshops, GC Wkshps 2022 : Proceedings, 2022, pp. 1828-1833.
[2]
A. Mahmoudi, H. Shokri-Ghadikolaei and C. Fischione, "Cost-efficient Distributed Optimization In Machine Learning Over Wireless Networks," in IEEE International conference on communications (IEEE ICC)/ Workshop on NOMA for 5G and Beyond, JUN 07-11, 2020, ELECTR NETWORK, 2020.
[3]
A. Mahmoudi, H. S. Ghadikolaei and C. Fischione, "Machine Learning over Networks : Co-design of Distributed Optimization and Communications," in Proceedings of the 21st IEEE International Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2020, 2020.

Icke refereegranskade

Avhandlingar

[4]
A. Mahmoudi, "Communication-Computation Efficient Federated Learning over Wireless Networks," Licentiate thesis : KTH Royal Institute of Technology, TRITA-EECS-AVL, 2023:19, 2023.

Övriga

[5]
A. Mahmoudi et al., "A-LAQ: Adaptive Lazily Aggregated Quantized Gradient," (Manuscript).
[6]
A. Mahmoudi et al., "FedCau: A Proactive Stop Policy for Communication and Computation Efficient Federated Learning," (Manuscript).
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2024-05-12 03:13:50