Sayan Mukherjee email:sayan.mukherjee@mis.mpg.de email:mukherjee@informatik.uni-leipzig.de Physical locations: Duke University Old Chemistry Building Durham, NC 27708 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.