2 papers
cs.DC2025
MeritRank: Sybil Tolerant Reputation for Merit-based Tokenomics
Bulat Nasrulin, Georgy Ishmaev, Johan Pouwelse
Decentralized reputation systems are emerging as promising mechanisms to enhance the effectiveness of token-based economies. Unlike traditional monetary incentives, these systems r…
cs.DC2024
Decentralized Learning Made Practical with Client Sampling
Martijn de Vos, Akash Dhasade, Anne-Marie Kermarrec +3
Decentralized learning (DL) leverages edge devices for collaborative model training while avoiding coordination by a central server. Due to privacy concerns, DL has become an attra…