Chalmers University of Technology and the University of Gothenburg invite applications for a PhD position in mathematics for AI. The successful candidate will embark on a project exploring the intersection of probability theory, analysis, and machine learning under the guidance of Associate Professor Pierre Nyquist.
Summary Table
| Title | PhD Position in Probability, Analysis, and AI |
|---|---|
| Ref | REF 2023-0773 |
| Study Area | Mathematics for AI |
| Scholarship Description | Intersection of probability theory, analysis, and machine learning |
| Eligibility | Strong background in mathematics, Master’s degree by September 1, 2024 |
| Required Documents | CV, personal letter, references, thesis copies, education transcripts |
| How to Apply | Submit electronically via the application form |
| Last Date | 2024-02-19 |
Study Area
The project focuses on unraveling the mathematical principles behind modern machine learning methods. Potential topics include the analysis of learning algorithms, generalization properties of deep learning, non-convex optimization, stochastic networks, learning on graphs, and interacting particle systems.
Scholarship Description
Funded by the Wallenberg AI, Autonomous Systems and Software Program (WASP), the project contributes to advancing our understanding of mathematical foundations in machine learning. The candidate will be part of the WASP cluster in AI/Math.
Eligibility
Candidates with a strong mathematical background and an interest in machine learning are encouraged to apply. No specific prior experience is required, and applicants from historically underrepresented groups are particularly welcome.
Required Documents
- CV: Include relevant work, such as Bachelor’s or Master’s theses and articles.
- Personal Letter: 1-2 pages introducing yourself, describing relevant experiences, and outlining future goals and research focus.
- Other Documents: Copies of Bachelor’s and/or Master’s theses, attested copies and transcripts of completed education, grades, and certificates (e.g., TOEFL results).
How to Apply
Submit your application electronically using the designated application form. Ensure all documents are attached as PDF files, with a maximum size of 40 MB per file. Note that Zip files are not supported. Applications sent via email cannot be considered.
Last Date
The deadline for application submission is 09 February 2024
For any inquiries, please contact:
- Irina Pettersson, irinap@chalmers.se
- Pierre Nyquist, pnyquist@chalmers.se
