Outline: uncertainty Quantification (UQ) is considered indispensable for predictive models in safety-critical applications. Modern models, though high-performing, struggle with providing meaningful uncertainty estimates due to a number of reasons. Full post

Outline: welcome to the relAI blog of the Konrad Zuse School of Excellence in Reliable AI (relAI). This blog will serve as a platform to share cutting-edge research and developments from our school, highlighting the significant strides we are making towards making AI systems safer, more trustworthy, and privacy-preserving. Full post