29 days ago
Full-time
Junior
#wissenschaft#forschung#lehre
PhD-Student*in (f/m/d) Optimal Transport und Machine Learningbaito Pro Job
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Intro
The Weierstrass Institute for Applied Analysis and Stochastics (WIAS) invites applications for a PhD student position in the field of Optimal Transport and Machine Learning.
Tasks
- Research in optimal transport theory, optimization, and machine learning
- Work on robustness in machine learning, causal inference, and robust optimization
- Develop methods in optimal transport and gradient flows for machine learning and optimization
- Engage in probabilistic machine learning, Bayesian inference, and sampling
- Implement continuous optimization for machine learning and mirror descent algorithms
Requirements
- Master’s degree in computer science, statistics, or applied mathematics
- Rigorous training in machine learning or optimization, preferably in optimal transport
- Demonstrated qualifications through high-quality technical reports or publications in relevant venues
- Strong background in statistics and applied mathematics
Benefits
- Close mentorship with Dr. Jia-Jie Zhu
- Payment according to the collective agreement for the public service (TVöD Bund)
- 30 vacation days in a 5-day week
- Company pension plan
- Subsidy for the company ticket for public transport
- Mobile working
- Family-friendly work environment (Audit berufundfamilie)
- Cultural and diverse environment in Berlin
- Free German courses offered
29 days ago
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