Publications by Afsaneh Mahmoudi
Peer reviewed
Articles
[1]
A. Mahmoudi et al., "FedCau : A Proactive Stop Policy for Communication and Computation Efficient Federated Learning," IEEE Transactions on Wireless Communications, vol. 23, no. 9, pp. 11076-11093, 2024.
Conference papers
[2]
A. Mahmoudi, M. Zaher and E. Björnson, "Joint Energy and Latency Optimization in Federated Learning over Cell-Free Massive MIMO Networks," in 2024 IEEE Wireless Communications and Networking Conference, WCNC 2024 - Proceedings, 2024.
[3]
A. Mahmoudi et al., "A-LAQ : Adaptive Lazily Aggregated Quantized Gradient," in 2022 IEEE GLOBECOM Workshops, GC Wkshps 2022 : Proceedings, 2022, pp. 1828-1833.
[4]
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.
[5]
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.
Non-peer reviewed
Theses
[6]
A. Mahmoudi, "Communication-Computation Efficient Federated Learning over Wireless Networks," Licentiate thesis : KTH Royal Institute of Technology, TRITA-EECS-AVL, 2023:19, 2023.
Other
[7]
[8]
A. Mahmoudi et al., "FedCau: A Proactive Stop Policy for Communication and Computation Efficient Federated Learning," (Manuscript).
Latest sync with DiVA:
2024-12-03 00:29:30