Model Utility for Missing Participants

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The evaluation metric quantifying the performance or utility of the final global model specifically on the private data held by participants who failed to complete the training process.

Why It Matters

This addresses a critical practical concern in FL: whether the final model is still useful to the clients that dropped out during training.

Related Papers

• openalex-2603.25289-revealing-the-influence-of-participant-failures-on-model-qua