Search Results - "Equity and Access in Algorithms, Mechanisms, and Optimization" :: K.UTB vyhledávací portál

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The Participatory Turn in AI Design: Theoretical Foundations and the Current State of Practice

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A Framework for Understanding Sources of Harm throughout the Machine Learning Life Cycle

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Power to the People? Opportunities and Challenges for Participatory AI

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Characterizing Manipulation from AI Systems

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Participation Is not a Design Fix for Machine Learning

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A Classification of Feedback Loops and Their Relation to Biases in Automated Decision-Making Systems

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The Unequal Opportunities of Large Language Models: Examining Demographic Biases in Job Recommendations by ChatGPT and LLaMA

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Power and Public Participation in AI

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Fairness Without Demographic Data: A Survey of Approaches

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The AI Incident Database as an Educational Tool to Raise Awareness of AI Harms: A Classroom Exploration of Efficacy, Limitations, & Future Improvements

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Toward Operationalizing Pipeline-aware ML Fairness: A Research Agenda for Developing Practical Guidelines and Tools

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Who's in and who's out? A case study of multimodal CLIP-filtering in DataComp

Published in Proceedings of the 4th ACM Conference on Equity and Access in Algorithms, Mechanisms, and Optimization

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Counterfactual Situation Testing: Uncovering Discrimination under Fairness given the Difference

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Algorithmic Censoring in Dynamic Learning Systems

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Algorithmic Auditing and Social Justice: Lessons from the History of Audit Studies

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FATE in AI: Towards Algorithmic Inclusivity and Accessibility

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Setting the Right Expectations: Algorithmic Recourse Over Time

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FeedbackLogs: Recording and Incorporating Stakeholder Feedback into Machine Learning Pipelines

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Mitigating demographic bias of machine learning models on social media

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Harmful Speech Detection by Language Models Exhibits Gender-Queer Dialect Bias

Published in Proceedings of the 4th ACM Conference on Equity and Access in Algorithms, Mechanisms, and Optimization

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