| 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 … A Balayn, C Lofi, GJ Houben The VLDB Journal 30 (5), 739-768, 2021 | 105 | 2021 |
| Beyond Debiasing: Regulating AI and its inequalities A Balayn, S Gürses EDRi report, 2021 | 62* | 2021 |
| 🏆 Disentangling Fairness Perceptions in Algorithmic Decision-Making: the Effects of Explanations, Human Oversight, and Contestability M Yurrita, T Draws, A Balayn, D Murray-Rust, N Tintarev, A Bozzon Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems …, 2023 | 53 | 2023 |
| Explainability in AI Policies: A Critical Review of Communications, Reports, Regulations, and Standards in the EU, US, and UK L Nannini, A Balayn, AL Smith Proceedings of the 2023 ACM Conference on Fairness, Accountability, and …, 2023 | 48 | 2023 |
| Towards a multi-stakeholder value-based assessment framework for algorithmic systems M Yurrita, D Murray-Rust, A Balayn, A Bozzon 2022 ACM Conference on Fairness, Accountability, and Transparency (FAccT'22), 2022 | 39 | 2022 |
| What do You Mean? Interpreting Image Classification with Crowdsourced Concept Extraction and Analysis A Balayn, P Soilis, C Lofi, J Yang, A Bozzon Proceedings of the Web Conference 2021, 1937-1948, 2021 | 39 | 2021 |
| Automatic Identification of Harmful, Aggressive, Abusive, and Offensive Language on the Web: A Survey of Technical Biases Informed by Psychology Literature A Balayn, J Yang, Z Szlavik, A Bozzon ACM Transactions on Social Computing (TSC) 4 (3), 1-56, 2021 | 38 | 2021 |
| How can Explainability Methods be Used to Support Bug Identification in Computer Vision Models? A Balayn, N Rikalo, C Lofi, J Yang, A Bozzon Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems …, 2022 | 26 | 2022 |
| 🏆 Fairness Toolkits, A Checkbox Culture? On the Factors that Fragment Developer Practices in Handling Algorithmic Harms A Balayn, M Yurrita, J Yang, U Gadiraju Conference on AI, Ethics, and Society (AIES), 2023 | 23 | 2023 |
| AI robustness: a human-centered perspective on technological challenges and opportunities A Tocchetti, L Corti, A Balayn, M Yurrita, P Lippmann, M Brambilla, J Yang ACM Computing Surveys, 2022 | 23 | 2022 |
| 🏅 Ready Player One! Eliciting Diverse Knowledge Using A Configurable Game A Balayn, G He, A Hu, J Yang, U Gadiraju Proceedings of the ACM Web Conference 2022, 1709-1719, 2022 | 19 | 2022 |
| 🏆 It Is like Finding a Polar Bear in the Savannah! Concept-Level AI Explanations with Analogical Inference from Commonsense Knowledge G He, A Balayn, S Buijsman, J Yang, U Gadiraju Proceedings of the AAAI Conference on Human Computation and Crowdsourcing 10 …, 2022 | 13 | 2022 |
| Generating Process-Centric Explanations to Enable Contestability in Algorithmic Decision-Making: Challenges and Opportunities M Yurrita, A Balayn, U Gadiraju HCXAI workshop (CHI'23) https://arxiv.org/abs/2305.00739, 2023 | 9 | 2023 |
| Data-driven development of Virtual Sign Language Communication Agents A Balayn, H Brock, K Nakadai 2018 27th IEEE International Symposium on Robot and Human Interactive …, 2018 | 9 | 2018 |
| Perspective: Leveraging Human Understanding for Identifying and Characterizing Image Atypicality SS Noorian, S Qiu, B Sayin, A Balayn, U Gadiraju, J Yang, A Bozzon IUI '23: Proceedings of the 28th International Conference on Intelligent …, 2023 | 8* | 2023 |
| Faulty or Ready? Handling Failures in Deep-Learning Computer Vision Models until Deployment: A Study of Practices, Challenges, and Needs A Balayn, N Rikalo, J Yang, A Bozzon CHI '23: CHI Conference on Human Factors in Computing Systems, 2023 | 7 | 2023 |
| Characterising and mitigating aggregation-bias in crowdsourced toxicity annotations A Balayn, P Mavridis, A Bozzon, B Timmermans, Z Szlávik 1st Workshop on Subjectivity, Ambiguity and Disagreement in Crowdsourcing …, 2018 | 7 | 2018 |
| Opening the Analogical Portal to Explainability: Can Analogies Help Laypeople in AI-assisted Decision Making? G He, A Balayn, S Buijsman, J Yang, U Gadiraju Journal of Artificial Intelligence Research 81, 117-162, 2024 | 4 | 2024 |
| ``It Is a Moving Process": Understanding the Evolution of Explainability Needs of Clinicians in Pulmonary Medicine L Corti, R Oltmans, J Jung, A Balayn, M Wijsenbeek, J Yang Proceedings of the CHI Conference on Human Factors in Computing Systems, 1-21, 2024 | 4 | 2024 |
| Exploring Data Pipelines through the Process Lens: a Reference Model for Computer Vision A Balayn, B Kulynych, S Guerses arXiv preprint arXiv:2107.01824, 2021 | 4 | 2021 |
Jie YangAssistant Professor, Delft University of TechnologyVerified email at tudelft.nl
