The website and submission instructions can be found at the following link: https://sites.google.com/view/scala25
The submission deadline is May 9, 2025. We encourage submissions of fully developed research projects as well as preliminary explorations of novel ideas. Submissions should include components from both fields of social choice and machine learning (or closely related topics).
Topics of interest include:
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Computational social choice
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Fair Division
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Matching
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Voting theory
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Sortition
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Clustering
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Ensemble learning
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Explainable ML
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Language models
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Preference learning
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PAC learning
Examples of interesting connections between these topics include, but are not at all limited to:
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Using machine learning to learn new mechanisms for matching
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Novel uses of social choice for ensemble learning
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Exploring the application of fair division concepts to clustering problems, or vice-versa
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Applying multi-winner voting concepts to multi-class classification tasks
Please feel free to contact any member of the organizing committee with questions!
Organizing Committee
Ben Armstrong
Roy Fairstein
Nick Mattei
Zoi Terzopoulou
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