PhD position in Machine Learning & Optimization, CISPA, Germany

[Sebastian Stich]

The research group led by Sebastian Stich at the Helmholtz Center CISPA in Saarbrücken (Germany) has an open PhD position for a 4 year PhD program.

A non-exhaustive list of topics currently being explored by the team includes methods for collaborative learning (distributed, federated, and decentralized methods), privacy preserving machine learning, and theoretical research with the broader goal of bridging the gaps between theory and practice in DL optimization.

Possible research topics during your PhD include theory and algorithms for
- federated (or decentralized) learning
- collaborative learning
- deep learning optimization
- privacy preserving machine learning
- fairness, robustness, personalization

The position is fully funded and comes with excellent working conditions, such as a competitive salary, social security, 30 days of vacation, spacious offices, and generous travel support. Participation in teaching is encouraged, but not required.

**Candidate profile **
- Master in related discipline (Mathematics, Computer Science, Engineering, Physics, …)
- We are particularly interested in candidates with affinity towards theory

**Time frame**
The starting date is flexible, but an earlier start date is preferred.
 
**About CISPA**
The CISPA Helmholtz Center for Information Security provides a unique work environment that offers the advantages of a university department and a research laboratory alike. As the latest member of the Helmholtz Association, the largest research organization in Germany, CISPA has embarked on a mission: to rethink the digitalized world of the future from the ground up and make it safer through innovative cutting-edge research. CISPA is located in Saarbrücken, in the tri-border area of Germany, France, and Luxembourg. We maintain an international and diverse work environment and seek applications from outstanding researchers worldwide. The working language is English. A command of German is not required for a successful career at CISPA. CISPA is an equal opportunity employer.

** Application process**
Are you curious about some of the research topics and have some further questions? Feel free to get in touch via https://www.sstich.ch/phd (preferred for initial contact).

We will accept applications until the position is filled. For guaranteed full consideration, please submit your documents by April 15, 2023 via this link:
https://jobs.cispa.saarland/de_DE/jobs/detail/phd-students-1
and mention that you would like to work with Sebastian Stich in the cover letter.