25.02.2024
ELLIS Workshop: Semantic, Symbolic and Interpretable Machine Learning
Organized by Our PI Volker Tresp
MCML PI Volker Tresp organized an ELLIS Workshop together with Kristian Kersting (TU Darmstadt) & Paolo Frasconi (Università di Firenze).
The workshop concerned machine learning approaches which operate at the human abstraction level, where the world is described by entities, concepts, and their mutual relationships. Among other topics, multi-relational learning, learning with (temporal) knowledge graphs, and the extraction of statistical and logical regularities from data were covered. Methods included embedding approaches, graph neural networks, scene graph analysis, neuro-symbolic programming, and inductive logic programming.
The workshop brought together like-minded researchers who had fruitful interactions.
25.02.2024
Related
25.07.2025
MCML Stammtisch - Recap
Great conversations, new connections, pizza and drinks at yesterday’s MCML Stammtisch where members met to share ideas and unwind together.
25.07.2025
Industry Pitch Talks Recap
On July 22nd at SAP Labs in Garching, MCML researchers and SAP presented work on agentic AI, energy efficiency, and uncertainty in machine learning.
14.07.2025
MCML's Delegation Visit to the USA
MCML delegation visited top U.S. universities to advance AI X-Change and foster collaboration in generative and medical AI.
©MCML
09.07.2025
Entrepreneurship Insights at MCMLMunich AI Day
MCML AI Day featured a masterclass on entrepreneurship with insights from LMU IEC and TUM Venture Labs on startups, pitching, and resilience.
