Sayan Mukherjee email:sayan.mukherjee@mis.mpg.de email:mukherjee@informatik.uni-leipzig.de Physical locations: Center for Scalable Data Analytics and Artificial Intelligence Humboldstraße 25 04105 Leipzig Max Planck Institute for Mathematics in the Sciences Inselstrasse 22 04103 Leipzig

Alexander von Humboldt Professor in AI

• Statistical Science at Duke
• Mathematics at Duke
• Computer Science at Duke
• Biostatistics and Bioinformatics at Duke
• Information Initiative at Duke
• Computer Science at Universität Leipzig
• Center for Scalable Data Analytics and Artificial Intelligence at Leipzig & Dresden
• Max Planck Institute for Mathematics in the Sciences

Research interests

• Statistical and computational methodology in genetics, cancer biology, metagenomics, and morphometrics;
• Bayesian methodology for high-dimensional and complex data;
• Machine learning algorithms for the analysis of massive biological data;
• Integration of statistical inference with differential geometry and algebraic topology;
• Stochastic topology;
• Discrete Hodge theory;
• Inference in dynamical systems.