Hasso-Plattner-Institut
Prof. Dr. Bernhard Renard
 

Katharina Baum

Senior Researcher

 Phone:+49 (0)331 5509 - 4945
 E-mail:katharina.baum(at)hpi.de
 Organization:Hasso Plattner Institute, University of Potsdam
 Address:August-Bebel-Str. 88, 14482 Potsdam, Germany
 Room:HPI Campus II, F-E.04

Research

Network-based data analysis

Networks allow representing interactions between entities and are highly informative. They enable the combined analysis of different data views. We are interested in combining network-based data analysis approaches with machine learning and mathematical modeling of dynamic processes. Applications stem mainly from a biomedical background, such as drug response prediction, and we focus on integrating biomolecular, "multi-omics" data.

Teaching

Summer Term 2021

  • Implementing Information Flow in Complex Networks [Project Seminar]