Incentivize Contribution and Learn Parameters Too: Federated Learning with Strategic Data Owners

Drashthi Doshi, Aditya Vema Reddy Kesari, Avishek Ghosh +2

In federated learning (FL), a center trains a shared model from updates that clients compute on their private data. Collecting and training on data is costly, so a strategic client…