PhD Position in Reliable Machine Learning
Technical University of Munich

PhD position in Reliable Machine Learning

14.10.2020, Wissenschaftliches Personal

Please apply here:

Machine learning systems increasingly interact with humans, for example by making consequential decisions or influencing our behavior. These applications raise concerns about fairness, long-term consequences and privacy. Our group investigates how data-driven systems interact with society and develops reliable, fair and privacy-preserving algorithms for these settings. As a key tool for trustworthy machine learning, we also focus on improving the applicability of causal inference techniques. To learn more, please visit:

As a member of this group you will conduct basic machine learning methods research. This includes studying the literature, blue sky thinking, interdisciplinary dialogue, pen-and-paper mathematical analysis, as well as implementing prototypes of algorithms. Our research is driven by pressing societal challenges, but emphasizes theoretical understanding. The successful applicant will cover a spectrum between theory and application.

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