Reproducibility in Machine Learning and Data Science

Machine Learning is becoming ubiquitous in many scientific domains. However, practitioners struggle to apply every new addition to the Machine Learning market on their data with comparable effects than published. In this talk, I'd like to present recent observations on reproducibility of Machine Learning results and how the community strives to tackle related challenges. Talk given at 2023 "RDA Deutschland Tagung" https://indico.desy.de/event/37011/timetable/#20230214