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Research Fellow

2 weeks ago

Singapore Nanyang Technological University Full time

The Research Fellow will work on a project to conduct the research on evaluating the stability and robustness of node embedding in machine learning, proposing methods for identifying some worst risks and proposing corresponding countermeasures.

Key Responsibilities:
- Developing metrics and methods for evaluating the stability and robustness of node embedding in machine learning.- Developing and verifying algorithms for identifying worst risks of node embedding under hostile attack.- Proposing effective countermeasures that shall enhance robustness of node embedding.- Contributing to developing a new framework for evaluating robustness of machine learning.- Contributing to proposal writing to bid for larger research funds for further research.

Job Requirements:
- PhD in Computer Science, Electrical Engineering, System Engineering or related field- At least 1-year research experience in related area after getting PhD degree-
- Good programming skills in machine learning area- Good publication records- Good verbal and written communication skills- Independent and can work well with teammates- Ability to adopt to changing priority

Hiring Institution: NTU