Ph.D. Position in Optimization and ML: Weierstrass Institute in Berlin, Germany, is offering Ph.D. positions in the fields of optimization and machine learning. The research will focus on topics such as optimal transport, robust machine learning, deep generative models, Bayesian inference, and more.
Ph.D. Position in Optimization and Machine Learning
Designation
Ph.D. Candidate
Research Area
- Optimal Transport and Gradient Flows
- Probabilistic Machine Learning and Bayesian Inference
- Generative Models
- Robustness and Generalization in Machine Learning
- Causal Inference
- Robust Optimization and Stochastic Optimization
Location
Berlin, Germany
Eligibility/Qualification
- Background in machine learning and/or applied mathematics (e.g., optimization, analysis of PDE/SDE)
- Master’s degree with related research experience
- Demonstrated qualifications through high-quality technical reports or publications in relevant venues (e.g., NeurIPS, ICML, ICLR, AISTATS, UAI, AAAI, CoLT, JMLR, TMLR)
- Strong applied or industrial experience in areas such as deep learning will also be considered
Job Description
The successful candidates will engage in cutting-edge research at the intersection of mathematics and machine learning. The Weierstrass Institute for Applied Analysis and Stochastics (WIAS) offers a vibrant research environment and opportunities for collaboration with top institutions. The Ph.D. positions are part of the Berlin Mathematical School, a joint graduate school of Berlin’s major universities. The research will be conducted in downtown Berlin, one of the most culturally rich and diverse cities in the world. Free German language courses are available, although working knowledge of German is not required.
How to Apply
Qualified candidates are encouraged to apply by sending the following documents:
- CV with links to existing works
- Master’s thesis (if applicable) and any previous technical reports or publications relevant to the position
- Transcripts for both bachelor’s and master’s degrees
Please send your application to the provided email address with the subject line containing [apply-phd-ot]. Note that only candidates who are a fit for the position will receive a response. We appreciate your understanding regarding any delays in communication.
Last Date for Application
The position will remain open until filled.
This is a unique opportunity to contribute to groundbreaking research in a stimulating and supportive environment. We look forward to your application!
