Agathe Balayn

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 27

Top Topics

Computer Vision

Top Venues

Publications

Lorenzo Corti, Rembrandt Oltmans, Jiwon Jung, Agathe Balayn, Marlies Wijsenbeek, Jie Yang
"It Is a Moving Process": Understanding the Evolution of Explainability Needs of Clinicians in Pulmonary Medicine. CHI (2024)
Agathe Balayn, Lorenzo Corti, Fanny Rancourt, Fabio Casati, Ujwal Gadiraju
Understanding Stakeholders' Perceptions and Needs Across the LLM Supply Chain. CoRR (2024)
Agathe Balayn, Mireia Yurrita, Fanny Rancourt, Fabio Casati, Ujwal Gadiraju
An Empirical Exploration of Trust Dynamics in LLM Supply Chains. CoRR (2024)
Mireia Yurrita, Agathe Balayn, Ujwal Gadiraju
Generating Process-Centric Explanations to Enable Contestability in Algorithmic Decision-Making: Challenges and Opportunities. CoRR (2023)
Shahin Sharifi Noorian, Sihang Qiu, Burcu Sayin, Agathe Balayn, Ujwal Gadiraju, Jie Yang, Alessandro Bozzon
Perspective: Leveraging Human Understanding for Identifying and Characterizing Image Atypicality. IUI (2023)
Mireia Yurrita, Tim Draws, Agathe Balayn, Dave Murray-Rust, Nava Tintarev, Alessandro Bozzon
Disentangling Fairness Perceptions in Algorithmic Decision-Making: the Effects of Explanations, Human Oversight, and Contestability. CHI (2023)
Nirmal Roy, Agathe Balayn, David Maxwell, Claudia Hauff
Hear Me Out: A Study on the Use of the Voice Modality for Crowdsourced Relevance Assessments. CoRR (2023)
Luca Nannini, Agathe Balayn, Adam Leon Smith
Explainability in AI Policies: A Critical Review of Communications, Reports, Regulations, and Standards in the EU, US, and UK. CoRR (2023)
Nirmal Roy, Agathe Balayn, David Maxwell, Claudia Hauff
Hear Me Out: A Study on the Use of the Voice Modality for Crowdsourced Relevance Assessments. SIGIR (2023)
Luca Nannini, Agathe Balayn, Adam Leon Smith
Explainability in AI Policies: A Critical Review of Communications, Reports, Regulations, and Standards in the EU, US, and UK. FAccT (2023)
Agathe Balayn, Natasa Rikalo, Jie Yang, Alessandro Bozzon
Faulty or Ready? Handling Failures in Deep-Learning Computer Vision Models until Deployment: A Study of Practices, Challenges, and Needs. CHI (2023)
Agathe Balayn, Mireia Yurrita, Jie Yang, Ujwal Gadiraju
"☑ Fairness Toolkits, A Checkbox Culture?" On the Factors that Fragment Developer Practices in Handling Algorithmic Harms. AIES (2023)
Gaole He, Agathe Balayn, Stefan Buijsman, Jie Yang, Ujwal Gadiraju
It Is like Finding a Polar Bear in the Savannah! Concept-Level AI Explanations with Analogical Inference from Commonsense Knowledge. HCOMP (2022)
Mireia Yurrita, Dave Murray-Rust, Agathe Balayn, Alessandro Bozzon
Towards a multi-stakeholder value-based assessment framework for algorithmic systems. CoRR (2022)
Mireia Yurrita, Dave Murray-Rust, Agathe Balayn, Alessandro Bozzon
Towards a multi-stakeholder value-based assessment framework for algorithmic systems. FAccT (2022)
Andrea Tocchetti, Lorenzo Corti, Agathe Balayn, Mireia Yurrita, Philip Lippmann, Marco Brambilla, Jie Yang
A.I. Robustness: a Human-Centered Perspective on Technological Challenges and Opportunities. CoRR (2022)
Agathe Balayn, Gaole He, Andrea Hu, Jie Yang, Ujwal Gadiraju
Ready Player One! Eliciting Diverse Knowledge Using A Configurable Game. WWW (2022)
Agathe Balayn, Natasa Rikalo, Christoph Lofi, Jie Yang, Alessandro Bozzon
How can Explainability Methods be Used to Support Bug Identification in Computer Vision Models? CHI (2022)
Agathe Balayn, Panagiotis Soilis, Christoph Lofi, Jie Yang, Alessandro Bozzon
What do You Mean? Interpreting Image Classification with Crowdsourced Concept Extraction and Analysis. WWW (2021)
Agathe Balayn, Christoph Lofi, Geert-Jan Houben
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. VLDB J. 30 (5) (2021)
Agathe Balayn, Bogdan Kulynych, Seda F. Gürses
Exploring Data Pipelines through the Process Lens: a Reference Model forComputer Vision. CoRR (2021)
Agathe Balayn, Jie Yang, Zoltán Szlávik, Alessandro Bozzon
Automatic Identification of Harmful, Aggressive, Abusive, and Offensive Language on the Web: A Survey of Technical Biases Informed by Psychology Literature. ACM Trans. Soc. Comput. 4 (3) (2021)
Agathe Balayn, Alessandro Bozzon, Zoltán Szlávik
Unfairness towards subjective opinions in Machine Learning. CoRR (2019)
Agathe Balayn, Alessandro Bozzon
Designing Evaluations of Machine Learning Models for Subjective Inference: The Case of Sentence Toxicity. CoRR (2019)
Agathe Balayn, Heike Brock, Kazuhiro Nakadai
Data-driven development of Virtual Sign Language Communication Agents. RO-MAN (2018)
Agathe Balayn, Panagiotis Mavridis, Alessandro Bozzon, Benjamin Timmermans, Zoltán Szlávik
Expert Disagreement in Sequential Labeling: A Case Study on Adjudication in Medical Time Series Analysis (short paper). SAD/CrowdBias@HCOMP (2018)
Agathe Balayn, Jeffrey Frederic Queißer, Michael Wojtynek, Sebastian Wrede
Adaptive handling assistance for industrial lightweight robots in simulation. SIMPAR (2016)