Postdoc and RA positions in AutoML, federated learning, and Bayesian deep learning at National University of Singapore

[Bryan Kian Hsiang Low]

We are hiring postdoctoral fellows and research assistants interested in advancing the state of the art in learning with less data (AutoML, Bayesian optimization, meta-learning, active learning), federated/collaborative/multi-party learning (incentive-aware mechanism design, privacy, heterogeneous black-box model fusion), and Bayesian deep learning, with applications to robotics, advanced manufacturing, and precision agriculture for a period of 1 year with possible renewal/extension. 

The postdoctoral fellows and research assistants will be based in the School of Computing of the National University of Singapore (NUS) and have the opportunity to collaborate with/co-advise the PhD and undergraduate students in our research group. For more information on our research group, interests, and recent papers in ICML, NeurIPS, UAI, AISTATS, and AAAI, visit https://www.comp.nus.edu.sg/~lowkh/research.html).

The postdoctoral fellow and research assistant positions are financially supported by multiple 3- to 4-year research grants involving learning with less data, probabilistic machine learning, and federated learning.

For the postdoc positions, a successful candidate should have a Ph.D. in computer science and engineering, machine learning, statistics, math, data science, operations research or other related disciplines. A good publication record in the premier machine learning and AI conferences and/or journals is preferred. He/she must have a strong proficiency in programming. 

For the RA position, a successful candidate should have a Bachelor’s degree in computer science and engineering, statistics, math, data science, operations research or other related disciplines from a reputable university and a strong academic track record (especially in math, statistics, and algorithms courses). A good publication record in the premier machine learning and AI conferences and/or journals is a bonus. He/she must have a strong proficiency in programming. 

If you are interested to apply, please send a short cover letter describing your suitability for the position, detailed CV with academic ranking (if any) and publication list, a concise description of research interests and future plans, and academic transcripts to:

Dr. Bryan Low

Email: lo...@comp.nus.edu.sg

Website: https://www.comp.nus.edu.sg/~lowkh/research.html

We will begin reviewing applications for the positions immediately.

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Regards,

Bryan Low

Associate Professor, Department of Computer Science, National University of Singapore

Deputy Director, AI Research & Technology, AI Singapore