Group fairness in multiwinner voting
WebContrary to social identity and social justice findings of an in-group bias, the present study showed greater support at all institutions for the voting rights of the African Americans … WebAug 25, 2024 · Photo by Element5 Digital on Unsplash. There is an exciting, and varied, programme of eight invited talks at the International Joint Conference on Artificial …
Group fairness in multiwinner voting
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WebDec 27, 2024 · An AI model can be preferred over others on purely rational grounds after one or more attempts at refutation based on accuracy and fairness. Inspired by such epistemological principles, this paper proposes a structured approach to mitigate discrimination and unfairness caused by bias in AI systems. WebJul 1, 2024 · Multiwinner voting aims to select a subset of candidates (the winners) from admissible sets, according to the votes cast by voters. A special class of multiwinner rules—the k-committee selection ...
WebGroup Fairness in Multiwinner Voting L. Elisa Celis, Lingxiao Huang, and Nisheeth K. Vishnoi EPFL, Switzerland [email protected] January 24, 2024 Abstract We study … WebFairness in multiwinner elections is studied in varying contexts. For instance, diversity of candidates and representation of voters are both separately termed as being fair.
WebJun 23, 2024 · Moreover, while traditional group fairness definitions are typically defined with respect to specified protected groups – camouflaging the fact that these groupings are artificial and carry historical and political motivations – we emphasize that there are no ground truth identities. ... We study multiwinner voting problems when there is an ... WebJan 27, 2024 · In this paper, we study fairness of voting protocols with greedy sampling and propose a voting scheme that is asymptotically fair for a broad class of weight …
WebGroup Fairness in Multiwinner Voting We study multiwinner voting problems when there is an additional require... 0 L. Elisa Celis, et al. ∙. share ...
WebOct 14, 2024 · Submodular maximization has become established as the method of choice for the task of selecting representative and diverse summaries of data. However, if datapoints have sensitive attributes such as gender or age, such machine learning algorithms, left unchecked, are known to exhibit bias: under- or over-representation of … sunstar vogueWebWe study multiwinner voting problems when there is an additional requirement that the selected committee should be fair with respect to attributes such as gender, ethnicity, or political parties. Every setting of an attribute gives rise to a group, and the goal is to ensure that each group is neither over nor under represented in the selected committee. Prior … sunstar g u mWebWe introduce an algorithmic framework for multiwinner voting problems when there is an additional requirement that the selected subset should be ``fair'' with respect to a given … sunstar japonskiWebWhen allocating indivisible resources to a group of agents, optimality and fairness are key considerations in order to sat-isfy the agents with their assigned resources [Bouveret et al., ... lect the projects via a multiwinner voting rule and then al-locate the projects. Nevertheless, this approach may lead to select projects that do not fit ... sunstar hotel \u0026 spa davosWebThe type of proportional representation-based fairness we strive for is captured by proportionality axioms from the approval-based multiwinner voting literature (Lackner and Skowron 2024). By interpreting matchings as candidates and agents as voters, our setting can be viewed as a special case of approval-based multiwinner elections. sunstar jetsWebJul 13, 2024 · We introduce an algorithmic framework for multiwinner voting problems when there is an additional requirement that the selected subset should be "fair" with respect to a given set of attributes. Our framework provides the flexibility to (1) specify fairness with respect to multiple, non-disjoint attributes (e.g., ethnicity and gender) and (2 ... sunstokWeb6 rows · Oct 27, 2024 · The goal of the constrained multiwinner voting problem is to select a committee of size k that ... sunstar inc japan