Afsaneh Mahmoudi

According to our database, Afsaneh Mahmoudi authored at least 9 papers between 2020 and 2025.

Collaborative distances:

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

2025

Toward Efficient Federated Learning over Wireless Networks: Novel Frontiers in Resource Optimization.

Afsaneh Mahmoudi

PhD thesis, 2025

Low-Latency and Energy-Efficient Federated Learning Over Cell-Free Networks: A Trade-Off Analysis.

Afsaneh Mahmoudi, Mahmoud Aly Zaher, Emil Björnson

IEEE Open J. Commun. Soc., 2025

2024

FedCau: A Proactive Stop Policy for Communication and Computation Efficient Federated Learning.

Afsaneh Mahmoudi, Hossein Shokri Ghadikolaei, José Mairton B. da Silva Jr., Carlo Fischione

IEEE Trans. Wirel. Commun., September, 2024

Accelerating Energy-Efficient Federated Learning in Cell-Free Networks with Adaptive Quantization.

Afsaneh Mahmoudi, Ming Xiao, Emil Björnson

CoRR, 2024

Adaptive Quantization Resolution and Power Control for Federated Learning over Cell-free Networks.

Afsaneh Mahmoudi, Emil Björnson

CoRR, 2024

Joint Energy and Latency Optimization in Federated Learning over Cell-Free Massive MIMO Networks.

Afsaneh Mahmoudi, Mahmoud Aly Zaher, Emil Björnson

Proceedings of the IEEE Wireless Communications and Networking Conference, 2024

2022

A-LAQ: Adaptive Lazily Aggregated Quantized Gradient.

Afsaneh Mahmoudi, José Mairton Barros da Silva Jr., Hossein Shokri Ghadikolaei, Carlo Fischione

Proceedings of the IEEE Globecom 2022 Workshops, 2022

2020

Machine Learning over Networks: Co-design of Distributed Optimization and Communications.

Afsaneh Mahmoudi, Hossein Shokri Ghadikolaei, Carlo Fischione

Proceedings of the 21st IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2020

Cost-efficient Distributed optimization In Machine Learning Over Wireless Networks.

Afsaneh Mahmoudi, Hossein Shokri Ghadikolaei, Carlo Fischione

Proceedings of the 2020 IEEE International Conference on Communications, 2020