Agathe Balayn

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 management and analytics systems

Agathe Balayn, Christoph Lofi, Geert‐Jan Houben · The VLDB Journal · 2021 · 85 citations · Full text

Engineering, Machine Learning, Such Biases +22

Disentangling Fairness Perceptions in Algorithmic Decision-Making: the Effects of Explanations, Human Oversight, and Contestability

Mireia Yurrita, Tim Draws, Agathe Balayn et al. · 2023 · 59 citations · Full text

Towards a multi-stakeholder value-based assessment framework for algorithmic systems

Mireia Yurrita, Dave Murray-Rust, Agathe Balayn et al. · arXiv (Cornell University) · 2022 · 31 citations · Full text

Automatic Identification of Harmful, Aggressive, Abusive, and Offensive Language on the Web: A Survey of Technical Biases Informed by Psychology Literature

Agathe Balayn, Jie Yang, Zoltán Szlávik et al. · ACM Transactions on Social Computing · 2021 · 30 citations · Full text

Abuse Detection, Communication, Corpus Linguistics +26

What do You Mean? Interpreting Image Classification with Crowdsourced Concept Extraction and Analysis

Agathe Balayn, Panagiotis Soilis, Christoph Lofi et al. · 2021 · 27 citations · Full text