PhD Fellow in Information Theory- A PhD position is available at the Department of Physics and Technology, UiT The Arctic University of Norway, focusing on the intersection of information theory and deep learning. The role involves method development to exploit neural networks’ inherent structures to improve information theoretic measurements. The successful candidate will join the research centre Integreat, which aims to advance machine learning by integrating domain-specific knowledge with data.
PhD Fellow in Information Theory and Deep Learning
Summary Table
| Designation | PhD Fellow |
|---|---|
| Research Area | Information Theory and Deep Learning |
| Location | Tromsø, Norway |
| Eligibility/Qualification | Master’s degree in Physics, Mathematics/Statistics, Computer Science, or equivalent |
| Job Description | Research on integrating information theory with deep learning; teaching duties |
| How to Apply | Submit application via Jobbnorge |
| Last Date to Apply | 28th May 2024 |
Designation
PhD Fellow
Research Area
Intersection of Information Theory and Deep Learning
Location
UiT The Arctic University of Norway, Tromsø
Eligibility/Qualification
- Master’s degree in Physics, Mathematics/Statistics, Computer Science, or similar
- Strong background in information theory, deep learning, and mathematics
- Significant coursework in machine learning, pattern recognition, statistics, and programming
- Proficiency with software tools such as PyTorch/TensorFlow
- Experience with mathematical modeling for neural networks, spatio-temporal medical image data analysis, and interdisciplinary collaboration is advantageous
- Fluent in English
Job Description
- Conduct research on designing estimators for information theoretic measures in deep learning
- Focus on understanding and improving the generalization properties of deep learning algorithms
- Engage in collaborative research with the Integreat centre and other interdisciplinary teams
- Participate in teaching and other academic duties (25% of time)
- Preferred start date: January 2025
How to Apply
Interested candidates must apply through Jobbnorge, submitting the following documents:
- Cover letter detailing motivation and relevant background
- CV including education and professional experience
- Diplomas and transcripts for bachelor’s and master’s degrees
- Documentation of English proficiency
- Three references with contact information
- Master’s thesis or draft and any other academic works
Last Date to Apply
28th May 2024
Contact Information
For further details about the position, please contact Associate Professor Kristoffer Wickstrøm:
- Phone: +47 776 23216
- Email: kristoffer.k.wickstrom@uit.no
Additional Information
UiT The Arctic University of Norway promotes equality, gender balance, and diversity. The university encourages candidates with disabilities, gaps in their CV, or immigrant backgrounds to apply. The PhD Fellow will enjoy flexible working hours, state pension fund membership, and will be based in Tromsø, known for its stunning Arctic environment and vibrant cultural scene.
For more practical information about working and living in Norway, please visit UiT Staff Mobility.
