Home | Research

Research Activities

The research of MCML is concentrated in three main areas.

A | Foundations of ML serves as the groundwork for methodological advancements in ML.

B | Perception, Vision, and NLP forms a dynamic research domain at the intersection of computer science and cognitive sciences.

C | Domain-Specific ML facilitates the development of ML methods to address application-specific and socially significant issues, working closely with the other two areas.

«Munich is a unique location with excellent science and strong industry and, in particular, with many areas of application for AI, such as medicine. MCML provides new impetus for science in Munich.»

Prof. Daniel Rückert

Prof. Daniel Rückert
Director

Learn More About Our Research

A | Foundations of Machine Learning

aims at strengthening the competence in Statistical Foundations and Explainability, Mathematical Foundations, and Computational Methods. These fields form the basis for all methodological advances.

B | Perception, Vision, and Natural Language Processing

forms a dynamic research domain at the intersection of computer science and cognitive sciences. This field explores the synergies between diverse sensory inputs, visual information processing, and language understanding.

C | Domain-Specific Machine Learning

shows an immense potential, as both universities have several highly visible scientific domains with internationally renowned experts. This area facilitates translating ML concepts and technologies to many different domains.