Robust Decentralized Learning with Local Updates and Gradient Tracking

no code implementations • 2 May 2024 • Sajjad Ghiasvand, Amirhossein Reisizadeh, Mahnoosh Alizadeh, Ramtin Pedarsani

Having local updates is essential in Federated Learning (FL) applications to mitigate the communication bottleneck, and utilizing gradient tracking is essential to proving convergence in the case of data heterogeneity.

Adversarial Robustness Edge-computing +1

MISO Wireless Localization in The Presence of Reconfigurable Intelligent Surface

no code implementations • 19 Aug 2022 • Sajjad Ghiasvand, Arash Nasri, Ali H. Abdollahi Bafghi, Masoumeh Nasiri-Kenari

Reconfigurable Intelligent Surface (RIS) plays a pivotal role in the sixth generation networks to enhance communication rate and localization accuracy.