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.
A survey of healthcare facility location.Computers & Operations Research, 79:223–263, 2017
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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.