Federated Assemblies

Daniel Halpern, Ariel D. Procaccia, Ehud Shapiro, Nimrod Talmon

Research output: Contribution to journalConference articlepeer-review

Abstract

A citizens’ assembly is a group of people who are randomly selected to represent a larger population in a deliberation. While this approach has successfully strengthened democracy, it has certain limitations that suggest the need for assemblies to form and associate more organically. In response, we propose federated assemblies, where assemblies are interconnected, and each parent assembly is selected from members of its child assemblies. The main technical challenge is to develop random selection algorithms that meet new representation constraints inherent in this hierarchical structure. We design and analyze several algorithms that provide different representation guarantees under various assumptions on the structure of the underlying graph.

Original languageEnglish
Pages (from-to)13897-13904
Number of pages8
JournalProceedings of the AAAI Conference on Artificial Intelligence
Volume39
Issue number13
DOIs
StatePublished - 11 Apr 2025
Event39th Annual AAAI Conference on Artificial Intelligence, AAAI 2025 - Philadelphia, United States
Duration: 25 Feb 20254 Mar 2025

All Science Journal Classification (ASJC) codes

  • Artificial Intelligence

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