Phd Student Position

vor 1 Woche

Berlin, Deutschland Weierstraß-Institut für Angewandte Analysis und Stochastik Vollzeit

The Weierstrass Institute for Applied Analysis and Stochastics (WIAS) is an institute of the Forschungsverbund Berlin e.V. (FVB). The FVB comprises seven non-university research institutes in Berlin which are funded by the federal and state governments. The research institutes belong to the Leibniz Association.

**PhD student position (f/m/d)**:
(**Ref. 24/20**)

**“Optimal Transport and Machine Learning”**

in the Weierstrass Group

**“Data-driven Optimization and Control”**

(Head: Dr. Jia-Jie Zhu)** **to be filled at the earliest possible date.

o Robustness in machine learning, causal inference, robust optimization

o Optimal transport and gradient flows for machine learning and optimization

o Probabilistic machine learning, Bayesian inference, sampling

o Continuous optimization for machine learning, mirror descent algorithms

**What we offer**:

- WIAS Berlin is a premier research institution known for its strength in optimization, optimal control, dynamical systems, and applied mathematics in general. It has hosted flagship conferences in mathematical optimization such as ICCOPT 2019.
- Payment according to the collective agreement for the public service (TVöD Bund) including the usual social benefits (30 vacation days in a 5-day week, company pension plan); subsidy for the company ticket for public transport
- Mobile working
- A certified (Audit berufundfamilie) family-friendly work environment.

The position is limited to 3 years. The reduced work schedule is 29,25 hours per week, and the salary is according to the German TVoeD Bund scale.
- 1-2-page cover letter (including a very brief research statement)
- CV with/and links to your existing projects and works
- Master's thesis (or draft if not yet completed)
- Transcripts of bachelor's and master's study

**The advertisement is open with immediate effect and will remain open until the position will be filled.

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