publications

2023

  2. "Fairness Toolkits, A Checkbox Culture?" On the Factors that Fragment Developer Practices in Handling Algorithmic Harms
    (supplementary material)
    Balayn, Agathe, Yurrita, Mireia, Yang, Jie, Gadiraju, Ujwal
    AI, Ethics, and Society conference(AIES) (best student paper award) 2023
  3. Faulty or Ready? Handling Failures in Deep-Learning Computer Vision Models until Deployment: A Study of Practices, Challenges, and Needs
    Balayn, Agathe, Rikalo, Natasa, Yang, Jie, and Bozzon, Alessandro
    The Conference on Human Factors in Computing Systems (CHI) 2023
  4. Disentangling Fairness Perceptions in Algorithmic Decision-Making: the Effects of Explanations, Human Oversight, and Contestability
    Yurrita, Mireia, Draws, Tim, Balayn, Agathe, Murray-Rust, Dave, Tintarev, Nava, and Bozzon, Alessandro
    The Conference on Human Factors in Computing Systems (CHI) (Best paper award) 2023
  5. Explainability in AI Policies: A Critical Review of Communications, Reports, Regulations, and Standards in the EU, US, and UK
    Nannini, Luca, Balayn, Agathe, and Smith, Adam
    The Conference on Fairness, Accountability, Transparency (FaccT) 2023
  6. Hear Me Out: A Study on the Use of the Voice Modality for Crowdsourced Relevance Assessments
    Roy, Nirmal, Balayn, Agathe, Maxwell, David, and Hauff, Claudia
    The Conference on Research and Development in Information Retrieval (SIGIR) 2023
  7. Perspective: Leveraging Human Understanding for Identifying and Characterizing Image Atypicality
    Shahin Sharifi Noorian, Sihang Qiu, Burcu Sayin, Balayn, Agathe, Ujwal Gadiraju, Jie Yang, Alessandro Bozzon
    The International Conference on Intelligent User Interfaces (IUI) 2023

    9. 2022

    1. How can Explainability Methods be Used to Support Bug Identification in Computer Vision Models?
      Balayn, Agathe, Rikalo, Natasa, Lofi, Christoph, Yang, Jie, and Bozzon, Alessandro
      The Conference on Human Factors in Computing Systems (CHI) 2022
    2. Towards a multi-stakeholder value-based assessment framework for algorithmic systems
      Yurrita, Mireia, Murray-Rust, Dave, Balayn, Agathe, and Bozzon Alessandro
      The Conference on Fairness, Accountability, Transparency (FAccT) 2022
    3. Ready Player One! Eliciting Diverse Knowledge Using A Configurable Game
      He, Gaole, Balayn, Agathe, Hu, Andrea, Yang, Jie, and Gadiraju, Ujwal
      (Nominated for best paper award) The Web Conference (WWW) 2022
    4. It Is like Finding a Polar Bear in the Savannah! Concept-Level AI Explanations with Analogical Inference from Commonsense Knowledge
      He, Gaole, Balayn, Agathe, Buijsman, Stefan, Yang, Jie, and Gadiraju, Ujwal
      The Conference on Human Computation (HCOMP) (Best paper award) 2022
    5. AI Robustness: a Human-Centered Perspective on Technological Challenges and Opportunities
      Tocchetti, Andrea*, Corti, Lorenzo*, Balayn, Agathe*, Yurrita, Mireia, Lippmann, Philip, Brambilla, Marco, Yang, Jie,
      Under submission 2022

      6. 2021

      1. FindItOut: A Multiplayer GWAP for Collecting Plural Knowledge
        Balayn, Agathe, He, Gaole, Hu, Andrea, Yang, Jie, and Gadiraju, Ujwal
        HCOMP demo --best demo award 2021
      2. Beyond debiasing: regulating AI and its inequalities
        Balayn, Agathe, and Guerses, Seda
        Report for EDRi (European Digital Rights organisation) 2021
      3. Exploring Data Pipelines through the Process Lens: a Reference Model for Computer Vision
        Balayn, Agathe, Kulynych, Bogdan, and Guerses, Seda
        CVPR workshop (Beyond Fair CV) 2021
      4. Automatic Identification of Harmful, Aggressive, Abusive, and Offensive Language on the Web: A Survey of Technical Biases Informed by Psychology Literature
        Balayn, Agathe, Yang, Jie, Szlavik, Zoltan, and Bozzon, Alessandro
        Transactions on Social Computing (TSC) 2021
      5. What do You Mean? Interpreting Image Classification with Crowdsourced Concept Extraction and Analysis
        Balayn, Agathe, Soilis, Panagiotis, Lofi, Christoph, Yang, Jie, and Bozzon, Alessandro
        The Web Conference (WWW) 2021

      2019

      2. Unfairness towards subjective opinions in Machine Learning
        Balayn, Agathe, Bozzon, Alessandro, and Szlavik, Zoltan
        CHI workshop 2019

      2018

      1. Data-driven development of virtual sign language communication agents
        Balayn, Agathe, Brock, Heike, and Nakadai, Kazuhiro
        IEEE International Symposium on Robot and Human Interactive Communication (RO-MAN) 2018
      2. Characterising and mitigating aggregation-bias in crowdsourced toxicity annotations
        Balayn, Agathe, Mavridis, Panagiotis, Bozzon, Alessandro, Timmermans, Benjamin, and Szlávik, Zoltán
        HCOMP workshop 2018

      2016

      1. Adaptive handling assistance for industrial lightweight robots in simulation
        Balayn, Agathe, Queißer, Jeffrey Frederic, Wojtynek, Michael, and Wrede, Sebastian
        IEEE International Conference on Simulation, Modeling, and Programming for Autonomous Robots (SIMPAR) 2016