30
May
-
31
May

Workshop
Epistemology and Theory of Machine Learning
Limits, Interpretability, and Knowledge in Modern AI
30.05.2025 - 31.05.2025
LMU Main Building, A 120
This is the second edition of the Epistemology and Theory of Machine Learning series started in 2023.
The rapid rise and huge impact of methods in machine learning raises important philosophical questions. There is, in particular, an increasing interest in questions of epistemology: how exactly do machine learning methods contribute to the pursuit of knowledge? Issues under this header include the justification and the fundamental limitations of such methods, their interpretability, and their implications for scientific reasoning in general. Since machine learning algorithms are, in the end, formal procedures, a formally-minded philosophical approach promises to be particularly fruitful for making progress on these issues. Such a study of modern machine learning algorithms can draw from a long tradition of work in formal epistemology and philosophy of science, as well as from work in computer science and the mathematics of machine learning. The aim of this workshop is to discuss epistemological questions of machine learning in this spirit.
This edition is organized by the Emmy Noether junior research group “From Bias to Knowledge: The Epistemology of Machine Learning”, funded by the German Research Foundation (DFG) and affiliated with MCML.
Related

Workshop • 14.11.2025 • Munich, Germany, near the main buildings of LMU Munich and the Technical University of Munich.
The Data & AI Ethics Workshop
The Data & AI Ethics Workshop will take place on 14 November in Munich and brings together researchers to discuss ethical challenges in data and AI.

Workshop • 12.11.2025 - 13.11.2025 • LRZ Garching, Seminarraum 2
SuperMUC-NG AI Hackathon on Intel Data Center GPUs
SuperMUC-NG Phase 2 partition, which features Intel Ponte Vecchio accelerators. From November 12-13 2025 at LRZ.

Workshop • 29.10.2025 • Bavarian Academy of Sciences and Humanities Alfons-Goppel-Str. 11 80539 München
Influence of AI Algorithms on Individual and Collective Memory
AI, Ethics & Society Workshop 2025 in Munich: talks and networking by BAdW, MCML & bidt.

Workshop • 10.10.2025 • Montreal, Canada
Workshop NLPOR @COLM 2025
NLPOR aims to strengthen the emerging connection between Natural Language Processing and Public Opinion Research.