new
Part-time
Junior
#mathematics#research#stochastik
Doktorand/in (m/w/d) (24/20)
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Intro
The Weierstrass Institute for Applied Analysis and Stochastics (WIAS) invites applications for a PhD student position focused on 'Optimal Transport and Machine Learning' in the Weierstrass Group.
Tasks
- Researching optimal transport theory, optimization, and machine learning
- Working on robustness in machine learning, causal inference, and robust optimization
- Applying optimal transport and gradient flows for machine learning and optimization
- Engaging in probabilistic machine learning, Bayesian inference, and sampling
- Conducting 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
- Opportunities for research and job prospects in Berlin
1 day ago
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