63 citations · 190 across the 18 of their papers we have counts for
3 papers · 1 filter
FedToken: Tokenized Incentives for Data Contribution in Federated Learning
Shashi Raj Pandey, Lam Duc Nguyen, Petar Popovski
Incentives that compensate for the involved costs in the decentralized training of a Federated Learning (FL) model act as a key stimulus for clients' long-term participation. Howev…
A Contribution-based Device Selection Scheme in Federated Learning
Shashi Raj Pandey, Lam D. Nguyen, Petar Popovski
In a Federated Learning (FL) setup, a number of devices contribute to the training of a common model. We present a method for selecting the devices that provide updates in order to…
A Marketplace for Trading AI Models based on Blockchain and Incentives for IoT Data
Lam Duc Nguyen, Shashi Raj Pandey, Soret Beatriz +2
As Machine Learning (ML) models are becoming increasingly complex, one of the central challenges is their deployment at scale, such that companies and organizations can create valu…