18 citations · 80 across the 17 of their papers we have counts for
Showing cs.LGShow all
2 papers · 1 filter
cs.LG2026
Trust-Based Incentive Mechanisms in Semi-Decentralized Federated Learning Systems
Ajay Kumar Shrestha
In federated learning (FL), decentralized model training allows multi-ple participants to collaboratively improve a shared machine learning model without exchanging raw data. Howev…
cs.LG2023
Enhancing Scalability and Reliability in Semi-Decentralized Federated Learning With Blockchain: Trust Penalization and Asynchronous Functionality
Ajay Kumar Shrestha, Faijan Ahamad Khan, Mohammed Afaan Shaikh +2
The paper presents an innovative approach to address the challenges of scalability and reliability in Distributed Federated Learning by leveraging the integration of blockchain tec…