Machine learning is eating the world, and spilling over to established disciplines in software, too. After MLOps, is the world ready to welcome MLGUI (Machine Learning Graphical User Interface)?

Graphical abstract of the work. (© Nature Chemistry) "Machine learning is emerging as a powerful approach to construct various forms of transferable atomistic potentials utilizing regression ...

In joint research with the University of Tokyo (UTokyo), the National Institute of Advanced Industrial Science and Technology (AIST), Tohoku University, and Kyoto Institute of Technology, the National ...

Abstract The talk gives an overview of current research on three challenges in the foundations of machine learning stressing their practical relevance. The first part is concerned with complex samples ...

Abstract In the field of machine learning (ML), transparency and interpretability are central to promoting trust and informed decision-making. In response to this challenge, the emerging field of ...