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cs.LG2026
A Unified Framework for Fair and Personalized Decentralized Learning under Communication Constraints
Krishnendu S. Tharakan, Carlo Fischione
Decentralized learning systems aim to collaboratively train models across multiple clients without relying on a central coordinator. While decentralization improves scalability, pr…
cs.LG2025
Decentralized Fairness Aware Multi Task Federated Learning for VR Network
Krishnendu S. Tharakan, Carlo Fischione
Wireless connectivity promises to unshackle virtual reality (VR) experiences, allowing users to engage from anywhere, anytime. However, delivering seamless, high-quality, real-time…