Winston Maxwell

According to our database, Winston Maxwell authored at least 10 papers between 2020 and 2024.

Collaborative distances:

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

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

Meaningful XAI Based on User-Centric Design Methodology.

Winston Maxwell, Bruno Dumas

CoRR, 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

L'IA explicable appliquée à la détection de ceintures et de téléphones au volant.

Mélanie Gornet, Winston Maxwell

Proceedings of the 9ème Conférence Nationale sur les Applications Pratiques de l'Intelligence Artificielle, 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

Le Contrôle humain des SystèMES algorithmiques - un regard Critique sur l'exigence d'un "humain dans la boucle".

Winston Maxwell

, 2022

Les modes de régulation des activités numériques : exploration des tensions entre l'approche par les risques (risk-based) et l'approche fondée sur la protection des droits. (The tension between risk-based and rights-based approaches to regulating digital technology).

Winston Maxwell

, 2022

2020

Flexible and Context-Specific AI Explainability: A Multidisciplinary Approach.

Valérie Beaudouin, Isabelle Bloch, David Bounie, Stéphan Clémençon, Florence d'Alché-Buc, James Eagan, Winston Maxwell, Pavlo Mozharovskyi, Jayneel Parekh

CoRR, 2020

Identifying the "right" level of explanation in a given situation.

Valérie Beaudouin, Isabelle Bloch, David Bounie, Stéphan Clémençon, Florence d'Alché-Buc, James Eagan, Winston Maxwell, Pavlo Mozharovskyi, Jayneel Parekh

Proceedings of the First International Workshop on New Foundations for Human-Centered AI (NeHuAI) co-located with 24th European Conference on Artificial Intelligence (ECAI 2020), 2020