x****n
发帖数: 4 | 1 One post doctoral researcher and one PhD student (with scholarship) is
needed for a research project in the field of high-dimensional machine
learning, which involves tools from machine learning, high-dimensional
statistics, optimization and probability, led by Prof. Huan Xu, Prof.
Chongjin Ong and Prof. Chenlei Leng from the National University of
Singapore, starting as early as Jan 2013. The PhD position is within the
department of Mechanical Engineering and will be under the supervision of
Prof. Xu and Prof Ong, and the post doctoral researcher is expected to be
working closely with all three faculty members. Interested applicants please
email to Prof. Xu at m****[email protected].
Ideally, an applicant to the PhD position should have relevant research
exposure in machine learning, operations research or statistics, and have
solid mathematical ability. Good publication record would be a big plus. For
the post doctoral researcher positionm, we expect an applicant to have
strong research ability demonstrated from publication in high profile venue
in relevant fields. For both positions, the applicants must be highly
motivated and self-driven, eager to learn new tools and new methodologies.
About the PI (Huan Xu): I am an assistant Professor in the department of
mechanical engineering in the National University of Singapore. My current
research interest focus on learning and decision-making in large-scale
complex systems. Specifically, I have done work in machine learning, high-
dimensional statistics (e.g., Lasso, robust PCA etc), robust and adaptable
optimization, Markov decision processes, and application in E-commerce,
social network analysis and electricity power system. My researcjhas been
published in venues including Operations Research, Math. Oper. Res., IEEE
Info. Theory, JMLR, ICML/NIPS/COLT etc. More details of my research can be
found in my website
http://guppy.mpe.nus.edu.sg/~mpexuh/
The information of the co-PIs can be found in the following websites.
http://serve.me.nus.edu.sg/mpeongcj/
http://www.stat.nus.edu.sg/~stalc/ |
|
