Shiau Hong Lim
Research Staff Member
Research Staff Member
IBM China Research Laboratory
Singapore
Biography
I am a research staff member at the IBM Singapore Lab. Prior to this, I was a research fellow at the National University of Singapore, with Huan Xu. I have also worked with Peter Auer at Montanuniversität Leoben. I obtained my Ph.D. in computer science from the University of Illinois at Urbana-Champaign, advised by Gerald DeJong. My main research focus is in machine learning and AI. In particular, I am interested in clustering and big data analytics, reinforcement learning, robust decision making, feature construction and explanation-based learning.
Research Interest
Algorithms and Theory
Publications
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Clustering from General Pairwise Observations with Applications to Time-varying Graphs Shiau Hong Lim, Yudong Chen, Huan Xu Journal of Machine Learning Research, 2017
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Entity Resolution and Vessel Modeling for Maritime Situational Awareness (Extended Abstract) Shiau Hong Lim, Yeow Khiang Chia, Laura Wynter INFORMS TSL 1st Triennial Conference, 2017
