Publications

You can find an updated list of publications here.

2024

• A.I. Robustness: a Human-Centered Perspective on Technological Challenges and Opportunities.
  Andrea Tocchetti, Lorenzo Corti, Agathe Balayn, Mireia Yurrita, Philip Lippmann, Marco Brambilla, Jie Yang.
  In ACM Computing Surveys [Just Accepted].

• Practising Appropriate Trust in Human-Centred AI Design.
  Chadha Degachi, Siddharth Mehrotra, Mireia Yurrita, Evangelos Niforatos, Myrthe Lotte Tielman.
  In CHI EA 2024. Extended Abstracts of the CHI Conference on Human Factors in Computing Systems.

• An Empirical Exploration of Trust Dynamics in LLM Supply Chains.
  Agathe Balayn, Mireia Yurrita, Fanny Rancourt, Fabio Casati, Ujwal Gadiraju.
  In TREW 2024. In Proceedings of the TREW2024 Workshop at CHI 2024.

• Envisioning Contestability Loops: Evaluating the Agonistic Arena as a Generative Metaphor for Public AI.
  Kars Alfrink, Ianus Keller, Mireia Yurrita, Denis Bulygin, Gerd Kortuem, Neelke Doorn.
  In She Jin. The Journal of Design, Economics, and Innovation.

2023

• 🏆"Fairness Toolkits, A Checkbox Culture?" On the Factors that Fragment Developer Practices in Handling Algorithmic Harms🏆.
  Agathe Balayn, Mireia Yurrita, Jie Yang, Ujwal Gadiraju.
  In AIES 2023. Proceedings of the 2023 AAAI/ACM Conference on AI, Ethics, and Society. Best Paper Award

• 🏆 Disentangling Fairness Perceptions in Algorithmic Decision-Making: the Effects of Explanations, Human Oversight, and Contestability 🏆.
  Mireia Yurrita, Tim Draws, Agathe Balayn, Dave Murray-Rust, Nava Tintarev, Alessandro Bozzon.
  In CHI 2023. Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems. Best Paper Award

• Generating Process-Centric Explanations to Enable Contestability in Algorithmic Decision-Making: Challenges and Opportunities.
  Mireia Yurrita, Agathe Balayn, Ujwal Gadiraju.
  In HCXAI 2023. In Proceedings of the HCXAI2023 Workshop at CHI2023.

2022

• Towards a multi-stakeholder value-based assessment framework for algorithmic systems.
  Mireia Yurrita, Dave Murray-Rust, Agathe Balayn, Alessandro Bozzon.
  In FAccT 2022. 2022 ACM Conference on Fairness, Accountability, and Transparency.

2021

• Real-Time Inference of Urban Metrics Applying Machine Learning to an Agent-Based Model Coupling Mobility Mode and Housing Choice.
  Mireia Yurrita, Arnaud Grignard, Luis Alonso, Kent Larson.
  In MABS 2021. Multi-Agent-Based Simulation XXII Workshop at AAMAS2021.

• Dynamic urban planning: an agent-based model coupling mobility mode and housing choice. Use case Kendall square.
  Mireia Yurrita, Arnaud Grignard, Luis Alonso, Yanh Zhan, Cristian Jara-Figueroa, Markus Elkatsha, Kent Larson.
  In Intelligent Computing. Proceedings of the 2021 Computing Conference, Volume 2.