Algorithms and Data Researcher
5 days ago
The College of Science at NTU Singapore is committed to excellence in research and education. Our mission is to foster a culture of innovation, collaboration, and inclusivity. We seek a highly motivated and experienced researcher to join our team as a Research Fellow to work on a project funded by a Ministry of Education AcRF Tier 2 grant of Li Yi. The project aims to develop new theory and algorithms for massive datasets, with a particular focus on online algorithms related to numerical linear algebra. As a member of our team, you will have the opportunity to work on cutting-edge research, contribute to the development of new knowledge in the field, and benefit from our inclusive and collaborative environment.
Key Responsibilities:
- Pursue cutting-edge research in algorithms for massive datasets, such as dimension reduction techniques, streaming algorithms, and online algorithms.
- Write or contribute to publications, and attend conferences and workshops, for disseminating research findings.
- Travel support may be available.
Requirements:
- PhD in theoretical computer science, mathematics, or a relevant area (or imminent completion).
- Good background in probability in computing.
- Good record of relevant publications.
- Research experience in metric embeddings, non-asymptotic analysis of random matrices or big data algorithms would be an advantage.
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