Dieses Dokument darf im Rahmen von § 53 UrhG zum eigenen Gebrauch kostenfrei heruntergeladen, gelesen, gespeichert und ausgedruckt, aber nicht im Internet bereitgestellt oder an Außenstehende weitergegeben werden.This document may be downloaded, read, stored and printed for your own use within the limits of § 53 UrhG but it may not be distributed via the internet or passed on to external parties.Lederer, JohannesLoh, Po-LingWei, YutingYang, Fanny2024-10-172024-10-172022https://oa.tib.eu/renate/handle/123456789/17051https://doi.org/10.34657/16073Machine learning has become an highly active field of research, but its mathematical underpinnings are still hardly understood. This workshop identified key challenges, and it discussed potential solutions. Bringing together a diverse group of researchers, the workshop established different views on the topic based on notions from statistics, probability theory, and optimization.eng510Mini-Workshop: Mathematical Foundations of Robust and Generalizable LearningArticleKonferenzschrift