Christoph Reich

2 papers indexed

crossrefProcesses2025-12-18

Operationalizing the R4VR-Framework: Safe Human-in-the-Loop Machine Learning for Image Recognition

Visual inspection is a crucial quality assurance process across many manufacturing industries. While many companies now employ machine learning-based systems, they face a significant challenge, particularly in safety-critical domains. The outcomes of these systems are often compl…

View free PDFSource page

crossrefAI2024-12-11Cited by 24

Explainable Machine Learning in Critical Decision Systems: Ensuring Safe Application and Correctness

Julius Wiggerthale, Christoph Reich

Machine learning (ML) is increasingly used to support or automate decision processes in critical decision systems such as self driving cars or systems for medical diagnosis. These systems require decisions in which human lives are at stake and the decisions should therefore be we…

View free PDFSource page