25.02.2024

Teaser image to ELLIS Workshop: Semantic, Symbolic and Interpretable Machine Learning

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.

Learn More

25.02.2024


Subscribe to RSS News feed

Related

Link to MCML General Assembly

18.11.2024

MCML General Assembly

MCML General Assembly 2024 celebrated innovation and collaboration with inspiring talks, junior Flash Talks, and meaningful networking opportunities.


Link to LRZ Visit

24.10.2024

LRZ Visit

MCML visited Leibniz Rechenzentrum in Garching, exploring their supercomputer and GPU cluster during an insightful afternoon!


Link to MCML-Exhibition at Deutsches Museum

24.10.2024

MCML-Exhibition at Deutsches Museum

The MCML Exhibition at the Deutsches Museum showcased cutting-edge technology, captivating visitors during Munich's Long Night of Museums.


Link to The MCML at the All Hands Meeting 2024 in Dresden

23.10.2024

The MCML at the All Hands Meeting 2024 in Dresden

The MCML participated in the All Hands Meeting 2024 of the German AI Competence Centers from October 7-8.


Link to DSSGx Munich 2024 Closing Event

30.09.2024

DSSGx Munich 2024 Closing Event

The closing event of DSSGx Munich 2024 (Data Science for Social Good).