Agathe Balayn
Cited by
Cited by
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
Beyond debiasing: regulating AI and its inequalities
A Balayn, S Gürses
EDRi Report. https://edri. org/wp-content/uploads/2021/09/EDRi_Beyond …, 2021
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
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
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
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
Characterising and mitigating aggregation-bias in crowdsourced toxicity annotations
A Balayn, P Mavridis, A Bozzon, B Timmermans, Z Szlávik
Proceedings of the 1st Workshop on Disentangling the Relation between …, 2018
🏅 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
Adaptive handling assistance for industrial lightweight robots in simulation
A Balayn, JF Queißer, M Wojtynek, S Wrede
2016 IEEE International Conference on Simulation, Modeling, and Programming …, 2016
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
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
Designing Evaluations of Machine Learning Models for Subjective Inference: The Case of Sentence Toxicity
A Balayn, A Bozzon
arXiv preprint arXiv:1911.02471, 2019
🏆 FindItOut: A Multiplayer GWAP for Collecting Plural Knowledge
A Balayn, G He, A Hu, J Yang, U Gadiraju
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
arXiv preprint arXiv:2210.08906, 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
On the fairness of crowdsourced training data and Machine Learning models for the prediction of subjective properties. The case of sentence toxicity: To be or not to be …
A Balayn
Hear Me Out: A Study on the Use of the Voice Modality for Crowdsourced Relevance Assessments
N Roy, A Balayn, D Maxwell, C Hauff
arXiv preprint arXiv:2304.10881, 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
arXiv preprint arXiv:2304.11218, 2023
🏆 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
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
The system can't perform the operation now. Try again later.
Articles 1–20