Astrid Bertrand

According to our database, Astrid Bertrand authored at least 6 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2024

Misplaced trust in AI : the explanation paradox and the human-centric path. A characterisation of the cognitive challenges to appropriately trust algorithmic decisions and applications in the financial sector. (Confiance déplacée dans l'IA : le paradoxe de l'explication et l'approche centrée sur l'homme. Une caractérisation des défis cognitifs pour faire confiance de manière appropriée aux décisions algorithmiques et applications dans le secteur financier).

Astrid Bertrand

PhD thesis, 2024

Evaluating graph-based explanations for AI-based recommender systems.

Simon Delarue, Astrid Bertrand, Tiphaine Viard

CoRR, 2024

AI is Entering Regulated Territory: Understanding the Supervisors' Perspective for Model Justifiability in Financial Crime Detection.

Astrid Bertrand, James R. Eagan, Winston Maxwell, Joshua Brand

Proceedings of the CHI Conference on Human Factors in Computing Systems, 2024

2023

Questioning the ability of feature-based explanations to empower non-experts in robo-advised financial decision-making.

Astrid Bertrand, James R. Eagan, Winston Maxwell

Proceedings of the 2023 ACM Conference on Fairness, Accountability, and Transparency, 2023

On Selective, Mutable and Dialogic XAI: a Review of What Users Say about Different Types of Interactive Explanations.

Astrid Bertrand, Tiphaine Viard, Rafik Belloum, James R. Eagan, Winston Maxwell

Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023

2022

How Cognitive Biases Affect XAI-assisted Decision-making: A Systematic Review.

Astrid Bertrand, Rafik Belloum, James R. Eagan, Winston Maxwell

Proceedings of the AIES '22: AAAI/ACM Conference on AI, Ethics, and Society, Oxford, United Kingdom, May 19, 2022