Wisdom of the Crowd Voting: Truthful Aggregation of Voter Information and Preferences
Grant Schoenebeck, Biaoshuai Tao
Abstract
We consider two-alternative elections where voters' preferences depend on a state variable that is not directly observable. Each voter receives a private signal that is correlated to the state variable. Voters may be "contingent" with different preferences in different states; or predetermined with the same preference in every state. In this setting, even if every voter is a contingent voter, agents voting according to their private information need not result in the adoption of the universally preferred alternative, because the signals can be systematically biased. We present an easy-to-deploy mechanism that elicits and aggregates the private signals from the voters, and outputs the alternative that is favored by the majority. In particular, voters truthfully reporting their signals forms a strong Bayes Nash equilibrium (where no coalition of voters can deviate and receive a better outcome).
Ask about this paper
Your agent reads all of it.
Lune indexed this paper to the last equation, along with the top-tier papers that cite it. Ask a question and the answer quotes them.
Your agent calls
Luneget_paper_fulltext
Free to start. No credit card required.
Terminal
Install the CLIlune papers fulltext 5905e4e6-ef17-45b2-9e5d-55ac727b7a60Cited by top-tier papers9
- Beyond Majority Voting: LLM Aggregation by Leveraging Higher-Order InformationRui Ai, Yuqi Pan, David Simchi-Levi, Milind Tambe et al.ICML 2026 · 20 citations
- Calibrating "Cheap Signals" in Peer Review without a PriorYuxuan Lu, Yuqing KongNeurIPS 2023 · 10 citations
- Robust Decision Aggregation with Second-order InformationYuqi Pan, Zhaohua Chen, Yuqing KongWWW 2024 · 9 citations
- Eliciting Thinking Hierarchy without a PriorYuqing Kong, Yunqi Li, Yubo Zhang, Zhihuan Huang et al.NeurIPS 2022 · 9 citations
- The Surprising Effectiveness of SP Voting with Partial PreferencesHadi Hosseini, Debmalya Mandal, Amrit PuhanNeurIPS 2024 · 5 citations
Builds on2
Related papers
- The Art of Two-Round VotingQishen Han, Grant Schoenebeck, Biaoshuai Tao, Lirong XiaWWW 2026
- Persuading Voters in District-based ElectionsMatteo Castiglioni, Nicola GattiAAAI 2021 · 22 citations
- Aggregating Information and Preferences under Different Coordination AbilityQishen Han, Grant Schoenebeck, Biaoshuai Tao, Lirong XiaWWW 2026
- Persuading Voters: It's Easy to Whisper, It's Hard to Speak LoudMatteo Castiglioni, Andrea Celli, Nicola GattiAAAI 2020 · 31 citations
- Bayesian Persuasion with Externalities: Exploiting Agent TypesJonathan Shaki, Jiarui Gan, Sarit KrausAAAI 2025
