Basics Resource-aware Machine Learning: Concepts for greater energy efficiency 13. December 2023 Machine Learning (ML) and data mining have become integral parts of our everyday lives. As a result, the associated... read more
Application An Approach to Granular Testing of Deep Neural Networks 01. June 2022 Deep Neural Networks (DNNs) have shown phenomenal performance, reaching or surpassing human expert-level performance... read more
Application The path to secure AI: an overview of practical methods 24. March 2021 Over the course of just a decade, deep neural networks (DNNs) have revolutionized Machine Learning, consistently... read more