Learning-augmented mechanism design: Leveraging predictions for facility location

P Agrawal, E Balkanski, V Gkatzelis, T Ou… - Proceedings of the 23rd …, 2022 - dl.acm.org
In this work we introduce an alternative model for the design and analysis of strategyproof
mechanisms that is motivated by the recent surge of work in" learning-augmented …

Randomized strategic facility location with predictions

E Balkanski, V Gkatzelis… - Advances in Neural …, 2025 - proceedings.neurips.cc
In the strategic facility location problem, a set of agents report their locations in a metric
space and the goal is to use these reports to open a new facility, minimizing an aggregate …

Approximate mechanism design for distributed facility location

A Filos-Ratsikas, AA Voudouris - … September 21–24, 2021, Proceedings 14, 2021 - Springer
We consider a single-facility location problem, where agents are positioned on the real line
and are partitioned into multiple disjoint districts. The goal is to choose a location (where a …

[HTML][HTML] Heterogeneous facility location with limited resources

A Deligkas, A Filos-Ratsikas, AA Voudouris - Games and Economic …, 2023 - Elsevier
We initiate the study of the heterogeneous facility location problem with limited resources.
We mainly focus on the fundamental case where a set of agents are positioned in the line …

Facility location games with entrance fees

M Ma, M **ao, T Bai, B Khoussainov - Proceedings of the AAAI …, 2023 - ojs.aaai.org
The facility location game is an extensively studied problem in mechanism design. In the
classical model, the cost of each agent is her distance to the nearest facility. In this paper, we …

Strategyproof and proportionally fair facility location

H Aziz, A Lam, BE Lee, T Walsh - arxiv preprint arxiv:2111.01566, 2021 - arxiv.org
We focus on a simple, one-dimensional collective decision problem (often referred to as the
facility location problem) and explore issues of strategyproofness and proportionality-based …

Settling the distortion of distributed facility location

A Filos-Ratsikas, P Kanellopoulos… - arxiv preprint arxiv …, 2023 - arxiv.org
We study the distributed facility location problem, where a set of agents with positions on the
line of real numbers are partitioned into disjoint districts, and the goal is to choose a point to …

On discrete truthful heterogeneous two-facility location

P Kanellopoulos, AA Voudouris, R Zhang - SIAM Journal on Discrete …, 2023 - SIAM
We revisit the discrete heterogeneous two-facility location problem, in which there is a set of
agents that occupy nodes of a line graph and have private approval preferences over two …

[PDF][PDF] Extended ranking mechanisms for the m-capacitated facility location problem in bayesian mechanism design

G Auricchio, J Zhang, M Zhang - Proceedings of the 23rd International …, 2024 - ifaamas.org
Mechanism Design seeks to establish protocols for aggregating the private information of a
set of agents to optimize a global objective. Nonetheless, optimizing a communal goal solely …

Strategic facility location via predictions

Q Chen, N Gravin, S Im - arxiv preprint arxiv:2410.07497, 2024 - arxiv.org
The facility location with strategic agents is a canonical problem in the literature on
mechanism design without money. Recently, Agrawal et. al. considered this problem in the …