Search Results - Balayn, Agathe

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  1. 1
    Managing bias and unfairness in data for decision support: a survey of machine learning and data engineering approaches to identify and mitigate bias and unfairness within data management and analytics systems

    Managing bias and unfairness in data for decision support: a survey of machine learning and data engineering approaches to identify and mitigate bias and unfairness within data man... by Balayn, Agathe, Lofi, Christoph, Houben, Geert-Jan

    Published in The VLDB journal
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  2. 2
    Opening the Analogical Portal to Explainability: Can Analogies Help Laypeople in AI-assisted Decision Making?

    Opening the Analogical Portal to Explainability: Can Analogies Help Laypeople in AI-assisted Decision Making? by He, Gaole, Balayn, Agathe, Buijsman, Stefan, Yang, Jie, Gadiraju, Ujwal

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  3. 3
    A.I. Robustness: a Human-Centered Perspective on Technological Challenges and Opportunities

    A.I. Robustness: a Human-Centered Perspective on Technological Challenges and Opportunities by Tocchetti, Andrea, Corti, Lorenzo, Balayn, Agathe, Yurrita, Mireia, Lippmann, Philip, Brambilla, Marco, Yang, Jie

    Published in ACM computing surveys
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  4. 4
    Automatic Identification of Harmful, Aggressive, Abusive, and Offensive Language on the Web: A Survey of Technical Biases Informed by Psychology Literature

    Automatic Identification of Harmful, Aggressive, Abusive, and Offensive Language on the Web: A Survey of Technical Biases Informed by Psychology Literature by Balayn, Agathe, Yang, Jie, Szlavik, Zoltan, Bozzon, Alessandro

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  5. 5
    Data-driven development of Virtual Sign Language Communication Agents

    Data-driven development of Virtual Sign Language Communication Agents by Balayn, Agathe, Brock, Heike, Nakadai, Kazuhiro

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  6. 6
    Hear Me Out: A Study on the Use of the Voice Modality for Crowdsourced Relevance Assessments

    Hear Me Out: A Study on the Use of the Voice Modality for Crowdsourced Relevance Assessments by Roy, Nirmal, Balayn, Agathe, Maxwell, David, Hauff, Claudia

    Published in arXiv.org
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  7. 7
    Towards a multi-stakeholder value-based assessment framework for algorithmic systems

    Towards a multi-stakeholder value-based assessment framework for algorithmic systems by Yurrita, Mireia, Murray-Rust, Dave, Balayn, Agathe, Bozzon, Alessandro

    Published in arXiv.org
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  8. 8
    Generating Process-Centric Explanations to Enable Contestability in Algorithmic Decision-Making: Challenges and Opportunities

    Generating Process-Centric Explanations to Enable Contestability in Algorithmic Decision-Making: Challenges and Opportunities by Yurrita, Mireia, Balayn, Agathe, Gadiraju, Ujwal

    Published in arXiv.org
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  9. 9
    Explainability in AI Policies: A Critical Review of Communications, Reports, Regulations, and Standards in the EU, US, and UK

    Explainability in AI Policies: A Critical Review of Communications, Reports, Regulations, and Standards in the EU, US, and UK by Nannini, Luca, Balayn, Agathe, Adam Leon Smith

    Published in arXiv.org
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  10. 10
    Designing Evaluations of Machine Learning Models for Subjective Inference: The Case of Sentence Toxicity

    Designing Evaluations of Machine Learning Models for Subjective Inference: The Case of Sentence Toxicity by Balayn, Agathe, Bozzon, Alessandro

    Published in arXiv.org
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  11. 11
    Exploring Data Pipelines through the Process Lens: a Reference Model forComputer Vision

    Exploring Data Pipelines through the Process Lens: a Reference Model forComputer Vision by Balayn, Agathe, Kulynych, Bogdan, Guerses, Seda

    Published in arXiv.org
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  12. 12
    Unfairness towards subjective opinions in Machine Learning

    Unfairness towards subjective opinions in Machine Learning by Balayn, Agathe, Bozzon, Alessandro, Szlavik, Zoltan

    Published in arXiv.org
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  13. 13
    From Stem to Stern: Contestability Along AI Value Chains

    From Stem to Stern: Contestability Along AI Value Chains by Balayn, Agathe, Pi, Yulu, David Gray Widder, Kars Alfrink, Yurrita, Mireia, Upadhyay, Sohini, Karusala, Naveena, Lyons, Henrietta, Turkay, Cagatay, Tessono, Christelle, Attard-Frost, Blair, Gadiraju, Ujwal

    Published in arXiv.org
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  14. 14
    A.I. Robustness: a Human-Centered Perspective on Technological Challenges and Opportunities

    A.I. Robustness: a Human-Centered Perspective on Technological Challenges and Opportunities by Tocchetti, Andrea, Corti, Lorenzo, Balayn, Agathe, Yurrita, Mireia, Lippmann, Philip, Brambilla, Marco, Yang, Jie

    Published in arXiv.org
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