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Winston Maxwell

3 papers hereh-index 9419 citations44 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author2

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.CY2
  • cs.HC1

identity via Semantic Scholar / OpenAlex

activity
20202025
most citedFlexible and Context-Specific AI Explainability: A Multidisciplinary Approach

10 citations · 13 across the 3 of their papers we have counts for

collaborators

3 papers

cs.CY2025

Large Language Models as Search Engines: Societal Challenges

Zacchary Sadeddine, Winston Maxwell, Gaël Varoquaux +1

Large Language Models (LLMs) may one day replace search engines as the primary portal to information on the Web. In this article, we investigate the societal challenges that such a…

cs.HC2023★ 3 cited

Meaningful XAI Based on User-Centric Design Methodology

Winston Maxwell, Bruno Dumas

This report first takes stock of XAI-related requirements appearing in various EU directives, regulations, guidelines, and CJEU case law. This analysis of existing requirements wil…

cs.CY2020★ 10 cited

Flexible and Context-Specific AI Explainability: A Multidisciplinary Approach

Valérie Beaudouin, Isabelle Bloch, David Bounie +6

The recent enthusiasm for artificial intelligence (AI) is due principally to advances in deep learning. Deep learning methods are remarkably accurate, but also opaque, which limits…

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