Xinran Yuan

schoolCarnegie Mellon Universitybar_chart#9600 Global Rank

Total Papers

HCI Rank

#9600

Research Areas

Years Active

Recent Publications

Wikipedia ORES Explorer: Visualizing Trade-offs For Designing Applications With Machine Learning API

With the growing industry applications of Artificial Intelligence (AI) systems, pre-trained models and APIs have emerged and greatly lowered the barrier of building AI-powered products. However, novice AI application designers often struggle to recognize the inherent algorithmic trade-offs and evaluate model fairness…

CSCW '195th+ AuthorAlgorithms and Governance

WeBuildAI: Participatory Framework for Algorithmic Governance

Algorithms increasingly govern societal functions, impacting multiple stakeholders and social groups. How can we design these algorithms to balance varying interests in a moral, legitimate way? As one answer to this question, we present WeBuildAI, a collective participatory framework that enables people to build algor…

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