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Agathe Balayn
Agathe Balayn
Geverifieerd e-mailadres voor tudelft.nl - Homepage
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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
152021
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
102021
Beyond debiasing: regulating AI and its inequalities
A Balayn, S Gürses
EDRi Report. https://edri. org/wp-content/uploads/2021/09/EDRi_Beyond …, 2021
72021
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
52018
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
52018
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
42016
How can Explainability Methods be Used to Support Bug Identification in Computer Vision Models?
A Balayn, N Rikalo, C Lofi, J Yang, A Bozzon
CHI Conference on Human Factors in Computing Systems, 1-16, 2022
32022
Designing Evaluations of Machine Learning Models for Subjective Inference: The Case of Sentence Toxicity
A Balayn, A Bozzon
arXiv preprint arXiv:1911.02471, 2019
32019
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
22022
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
22021
🏆 FindItOut: A Multiplayer GWAP for Collecting Plural Knowledge
A Balayn, G He, A Hu, J Yang, U Gadiraju
22021
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
12021
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
12018
Towards a multi-stakeholder value-based assessment framework for algorithmic systems
M Yurrita, D Murray-Rust, A Balayn, A Bozzon
arXiv preprint arXiv:2205.04525, 2022
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
2022
Unfairness towards subjective opinions in Machine Learning
A Balayn, A Bozzon, Z Szlavik
arXiv preprint arXiv:1911.02455, 2019
2019
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Artikelen 1–16