The paper claims a strategyproof prediction-augmented mechanism for weighted facility location with consistency-robustness bounds depending on the ratio of maximum to minimum agent weight, but the supporting reduction proof is incomplete.
Randomized strategic facility location with predictions.Advances in Neural Information Processing Systems, 37:35639– 35664, 2024
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Prediction-Augmented Mechanism Design for Weighted Facility Location
The paper claims a strategyproof prediction-augmented mechanism for weighted facility location with consistency-robustness bounds depending on the ratio of maximum to minimum agent weight, but the supporting reduction proof is incomplete.