sayan mukherjee, professor: home page
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
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Alexander von Humboldt Professor in AI
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.
Defense of Science