PhD Student in Deep Learning Theory: The University of Basel invites applications for several PhD positions in the field of Optimization for Machine Learning and the Theory of Deep Learning within the Optimization of Machine Learning Systems Group, led by Prof. A. Lucchi. This is an excellent opportunity for candidates passionate about advancing research in applied mathematics and computer science.
Designation
PhD Student in Optimization and Deep Learning Theory
Research Area
- Optimization methods for machine learning
- Theory of deep learning
- Exploration of loss landscapes in deep neural networks
- Design of novel neural network architectures to enhance efficiency in training and inference
Location
Basel, Switzerland
Eligibility/Qualification
- A Master’s degree in Mathematics, Theoretical Physics, or Computer Science with a strong theoretical focus
- Exceptional academic record and robust mathematical foundation
- Excellent communication skills and fluency in English (both spoken and written)
- Research experience is advantageous but not mandatory
- Encouragement for women and underrepresented groups in these fields to apply
Job Description
As a PhD student, your responsibilities will include:
- Conducting research in applied mathematics and computer science
- Writing research papers and articles
- Presenting results at leading international conferences (venues include ICML, NeurIPS, ICLR, JMLR, AISTATS, SIAM journals, Mathematical Programming, and more)
- Collaborating with national and international teams of mathematicians and computer scientists
How to Apply
Interested candidates should submit the following application materials:
- A short motivation statement (maximum 150 words) explaining your interest in the position and your suitability
- A comprehensive curriculum vitae, including a list of publications if applicable
- Scanned transcripts of bachelor’s and master’s degrees (if available)
- Contact information for peers who can recommend you (no direct recommendation letters required)
- Your latest thesis or one of your publications if applicable
Last Date for Apply
Applications are encouraged to be submitted before May 15, 2025. However, the position will remain open until a suitable candidate is found. Shortlisted candidates will be contacted within 4-5 weeks of application submission.
For more details and to apply, please visit University of Basel Application Page.
