Research

Master projects

To learn about proposed Master projects please refer the individual research group websites or write to the contact person:
 

Computational Genetics and Epigenetics of Cancer:


Topics / Keywords:
Machine Learning, Transcriptional Regulation, Cancer 
 

Rycolab:

Topics / Keywords:
Natural Language Processing, Computational Linguistics, Machine Learning, Deep Learning

 
Optimization and Decision Intelligence Group:

Topics / Keywords:
Large Scale Optimization, Machine Learning, Reinforcement Learning, Probabilistic Inference
 

Data Analytics Lab:

Topics / Keywords:
Machine Learning, ML and Optimization, Generative Models, NLP

Learning and Adaptive Systems Group: 

Topics / Keywords:
Machine Learning, Optimization, Uncertainty in ML, Reinforcement Learning
 

Biomedical Informatics Group:
Admin:

Topics / Keywords:
Machine Learning, Medical Informatics, Cancer Genomics/Transcriptomics, Sequence analysis
   

Learning Reasoning and Education Lab:

Topics / Keywords:
Machine Learning, NLP, Artificial Intelligence, Tutorial Systems
 

Empirical Inference: external page https://ei.is.mpg.de
Prof. Bernhard Schölkopf:

Topics / Keywords:
Causal Inference, Generative Models, Kernel Methods, Astronomy, Robotics 
   

Medical Data Science Group:

Topics / Keywords:
Machine Learning, Medical Informatics, Data Mining


Statistical Machine Learning Group:

Topics / Keywords:
Generalization Theory (Kernels and Neural Networks), Distribution Shifts, Uncertainty Estimation