Usage statistics

Totals for datasets (co-)authored by Agathe Balayn

Datasets

• Analogy-based explanation evaluation dataset for HCOMP 2022 paper "It Is Like Finding a Polar Bear in the Savannah! Concept-level AI Explanations with Analogical Inference from Commonsense Knowledge."
• Biased bird image dataset for the evaluation of explainability methods applied to computer vision (deep-learning-based) models
• Data underlying the paper "Disentangling Fairness Perceptions in Algorithmic Decision-Making: the Effects of Explanations, Human Oversight, and Contestability"
• Data underlying the paper "Towards Effective Human Intervention in Algorithmic Decision-Making"
• Data underlying the paper "Identifying Algorithmic Decision Subjects' Needs for Meaningful Contestability"
• Datasets for the evaluation of explainability methods for computer vision models
• User Interaction Dataset for JAIR 2024 paper "Opening the Analogical Portal to Explainability: Can Analogies Help Laypeople in AI-assisted Decision Making?"

• Set of datasets for evaluating explainability methods of computer vision models (deep learning-based)

Co-authors

Co-authors of Agathe Balayn's datasets/collections. Bold: authors with a 4TU.ResearchData account.

• Alessandro Bozzon
• Dave Murray-Rust
• Gaole He
• Himanshu Verma
• Jie Yang
• Kars Alfrink
• Mireia Yurrita Semperena
• Mireia Yurrita Semperena
• Nava Tintarev
• Stefan Buijsman
• Sylvia Pont
• Tim Draws
• Ujwal Gadiraju