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Expressiveness, Cost, and Collectivism: How the Design of Preference Languages Shapes Participation in Algorithmic Decision-Making
Emerging methods for participatory algorithm design have proposed collecting and aggregating individual stakeholders’ preferences to …
Samantha Robertson*, Tonya Nguyen, Cathy Hu, Catherine Albiston, Afshin Nikzad, Niloufar Salehi
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Not Another School Resource Map: Meeting Underserved Families’ Information Needs Requires Trusting Relationships and Personalized Care
Public school districts across the United States have implemented school choice systems that have the potential to improve underserved …
Samantha Robertson*, Tonya Nguyen, Niloufar Salehi
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Modeling Assumptions Clash with the Real World: Transparency, Equity, and Community Challenges for Student Assignment Algorithms
Across the United States, a growing number of school districts are turning to matching algorithms to assign students to public schools. …
Samantha Robertson*, Tonya Nguyen, Niloufar Salehi
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What If I Don't Like Any Of The Choices? The Limits of Preference Elicitation for Participatory Algorithm Design
Emerging methods for participatory algorithm design have proposed collecting and aggregating individual stakeholder preferences to …
Samantha Robertson*, Niloufar Salehi
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