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
Basics How can we analyze the energy efficiency of Machine Learning models? 11. January 2023 Even though Machine Learning (ML) can solve important problems today, various research studies have shown that many... read more
Basics Using Design of Experiments and Artificial Intelligence to achieve greater sustainability through resource efficiency 30. November 2022 Current crises challenge both us personally and the economy. While we could laugh at supply chain issues with products... read more
Basics How does Design of Experiments work with AI? 23. March 2022 The problem – too many possibilities Many people in research and development departments around the world face... read more
Research Which model should I choose? Explainable model selection for time series prediction 06. October 2021 Time series describe the change of a measurement over time. For example, sensor data from a robot or the temperature... read more
Application On the Edge – The deployment for AI of the future? 07. April 2021 Meanwhile, they encounter us everywhere: the devices of the Internet of Things (IoT) – cameras, drones, industrial... read more
Basics When microchips learn to learn 20. January 2021 Microchips are the central components that make up all modern computers. We encounter them not only in the form of... read more
