Winston Maxwell

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 8

Top Topics

Interactive Exploration

Reasoning And Decision Making

Top Venues

Publications

Astrid Bertrand, James R. Eagan, Winston Maxwell, Joshua Brand
AI is Entering Regulated Territory: Understanding the Supervisors' Perspective for Model Justifiability in Financial Crime Detection. CHI (2024)
Winston Maxwell, Bruno Dumas
Meaningful XAI Based on User-Centric Design Methodology. CoRR (2023)
Astrid Bertrand, James R. Eagan, Winston Maxwell
Questioning the ability of feature-based explanations to empower non-experts in robo-advised financial decision-making. FAccT (2023)
Mélanie Gornet, Winston Maxwell
L'IA explicable appliquée à la détection de ceintures et de téléphones au volant. APIA (2023)
Astrid Bertrand, Tiphaine Viard, Rafik Belloum, James R. Eagan, Winston Maxwell
On Selective, Mutable and Dialogic XAI: a Review of What Users Say about Different Types of Interactive Explanations. CHI (2023)
Astrid Bertrand, Rafik Belloum, James R. Eagan, Winston Maxwell
How Cognitive Biases Affect XAI-assisted Decision-making: A Systematic Review. AIES (2022)
Valérie Beaudouin, Isabelle Bloch, David Bounie, Stéphan Clémençon, Florence d'Alché-Buc, James Eagan, Winston Maxwell, Pavlo Mozharovskyi, Jayneel Parekh
Identifying the "right" level of explanation in a given situation. NeHuAI@ECAI (2020)
Valérie Beaudouin, Isabelle Bloch, David Bounie, Stéphan Clémençon, Florence d'Alché-Buc, James Eagan, Winston Maxwell, Pavlo Mozharovskyi, Jayneel Parekh
Flexible and Context-Specific AI Explainability: A Multidisciplinary Approach. CoRR (2020)