PhD Stipend in Data Management, Algorithms, & Machine Learning for Emerging Problems in Large Networks
Aalborg Universitet
At the Center for Data Engineering, Science and Systems (DESS), Department of Computer Science, Aalborg University, one fully funded PhD scholarship is available within the Computer Science study program, commencing on 1 March, 2025 or shortly after. The project is funded by a Novo Nordisk Foundation RECRUIT grant (Data Management, Algorithms, & Machine Learning for Emerging Problems in Large Networks – with Interdisciplinary Applications in Life & Health Sciences. NNF22OC0072415). The Department of Computer Science features a broad range of synergistic activities within research and education in the general area of computer science, including curiosity-driven research and targeted research in collaboration with industrial partners, as well as traditional university education, with a unique problem- and project-based focus, and continued education and knowledge dissemination.JobbeskrivelseThe research is in the broad area of large language models, deep learning, and graph machine learning algorithms and systems, emphasizing on health and medical data, bioinformatics as potential applications.The aim will be publishing several research papers at top-tier machine learning and data science conferences based on the research work (e.g., NeurIPS/ ICML/ ICLR/ KDD/ SIGMOD) and showcase applications in Life & Health Sciences. The project’s principal supervisor is Associate Professor Arijit Khan, Department of Computer Science. His research works can be found at , , and at .For further information or questions, please do not hesitate to contact him at .Requirements
The applicant must have a Master’s degree in computer science, data science, artificial intelligence, or a closely related field. Due to the project’s interdisciplinary angle, the applicant must have a strong background in algorithm design, machine learning, and software development/ LLMs. Outstanding spoken and written communication skills in English are essential.Application
The application must contain:1. A cover letter of max. 1 page, including (i) motivation for applying, (ii) preferred starting date(specifically if other than Feb 01, 2025), and (iii) a brief explanation of the applicant’s background.
2. A research statement roughly within the frame of large language models, deep learning, and graph machine learning algorithms and systems, emphasizing on health and medical data, bioinformatics as potential applications of max. 2 pages (excl. references). This description should outline the applicant’s thoughts and ideas on possible research directions within the context of the topic outlined above.
3. CV
4. Diploma and transcripts of records
5. Contact of two referees
6. Other relevant informationPhD stipends are allocated to individuals who hold a Master’s degree. PhD stipends are normally for a period of 3 years. It is a prerequisite for allocation of the stipend that the candidate will be enrolled as a PhD student at the Department of Computer Science in accordance with the regulations of Ministerial Order No. 1039 of August 27, 2013 on the PhD Programme at the Universities and Certain Higher Artistic Educational Institutions. According to the Ministerial Order, the progress of the PhD student shall be assessed at regular points in time.
Aalborg, Nordjylland
Wed, 27 Nov 2024 07:16:11 GMT
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