Incentive Mechanism Design for Unbiased Federated Learning with Randomized Client Participation

Bing Luo, Yutong Feng, Shiqiang Wang +2

Incentive mechanism is crucial for federated learning (FL) when rational clients do not have the same interests in the global model as the server. However, due to system heterogene…