Who to Trust? Aggregating Client Predictions in Federated Distillation

Viktor Kovalchuk, Denis Son, Arman Bolatov +6

Under data heterogeneity (e.g., $\text{class mismatch}$), clients may produce unreliable predictions for instances belonging to unfamiliar classes. An equally weighted combinatio…