Timo Speith

Welcome to the First International Workshop on Requirements Engineering for Explainable Systems (RE4ES)

2021

Presents the introductory welcome message from the conference proceedings. May include the conference officers' congratulations to all involved with the conference event and publication of the proceedings record.

Revisiting the Performance-Explainability Trade-Off in Explainable Artificial Intelligence (XAI)

2023 · arXiv (Cornell University)

Within the field of Requirements Engineering (RE), the increasing significance of Explainable Artificial Intelligence (XAI) in aligning AI-supported systems with user needs, societal expectations, and regulatory standards has garnered recognition. In general, explainability has emerged …

Sources of Opacity in Computer Systems: Towards a Comprehensive Taxonomy

2023

Modern computer systems are ubiquitous in contemporary life yet many of them remain opaque. This poses significant challenges in domains where desiderata such as fairness or accountability are crucial. We suggest that the best strategy …