Shiau Hong Lim  Shiau Hong Lim photo       

contact information

Research Staff Member
IBM Singapore Lab
  +65dash6418dash4510

links



2017

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

Clustering from General Pairwise Observations with Applications to Time-varying Graphs
Shiau Hong Lim, Yudong Chen, Huan Xu
Journal of Machine Learning Research, 2017


Heterogeneity and Parsimony in Intertemporal Choice
M. Regenwetter, D.R. Cavagnaro, A. Popova, Y. Guo, C. Zwilling, S.H. Lim, J.R. Stevens
Decision, 2017


2016

Efficient Real-Time Mobile Traffic Information Acquisition
Shiau Hong Lim, Yeow Khiang Chia, Laura Wynter
IEEE TENCON 2016

Reinforcement Learning in Robust Markov Decision Processes
Shiau Hong Lim, Huan Xu, Shie Mannor
Mathematics of Operations Research, 2016


2015

A Convex Optimization Framework for Bi-Clustering
Shiau Hong Lim, Yudong Chen, Huan Xu
Proceedings of the 32nd International Conference on Machine Learning, ICML 2015, Lille, France, 6-11 July 2015


2014

QTest: Quantitative testing of theories of binary choice.
Michel Regenwetter, Clintin P Davis-Stober, Shiau Hong Lim, Ying Guo, Anna Popova, Chris Zwilling, Yun-Shil Cha, William Messner
Decision 1(1), 2014

Clustering from Labels and Time-Varying Graphs
Shiau Hong Lim, Yudong Chen, Huan Xu
Advances in Neural Information Processing Systems 27 (NIPS 2014), December 8-13 2014, Montreal, Quebec, Canada

Weighted Graph Clustering with Non-Uniform Uncertainties
Yudong Chen, Shiau Hong Lim, Huan Xu
Proceedings of the 31th International Conference on Machine Learning, ICML 2014, Beijing, China, 21-26 June 2014


2013

Reinforcement Learning in Robust Markov Decision Processes
Shiau Hong Lim, Huan Xu, Shie Mannor
Advances in Neural Information Processing Systems 26 (NIPS 2013). December 5-8, 2013, Lake Tahoe, Nevada, United States.


2012

Autonomous Exploration For Navigating In MDPs
Shiau Hong Lim, Peter Auer
COLT 2012 - The 25th Annual Conference on Learning Theory, June 25-27, 2012, Edinburgh, Scotland, pp. 40.1--40.24


2011

Noisy Search with Comparative Feedback
Shiau Hong Lim, Peter Auer
UAI 2011, Proceedings of the Twenty-Seventh Conference on Uncertainty in Artificial Intelligence, Barcelona, Spain, July 14-17, 2011

Models for Autonomously Motivated Exploration in Reinforcement Learning - (Extended Abstract)
Peter Auer, Shiau Hong Lim, Chris Watkins
Algorithmic Learning Theory - 22nd International Conference, ALT 2011, Espoo, Finland, October 5-7, 2011. Proceedings


2010

Enhancing Visual Object Detection with Semantic Tagging
Shiau Hong Lim, Peter Auer
Technical Report, University of Leoben, 2010

Explanation-Based Learning
Gerald DeJong, Shiau Hong Lim
Encyclopedia of Machine Learning, 2010


2009



2008

Integrating Prior Domain Knowledge into Discriminative Learning using Phantom Examples
Shiau Hong Lim, Li-Lun Wang, Gerald DeJong
11th International Conference on Frontiers in Handwriting Recognition (ICFHR), 2008


2007

Explanation-Based Feature Construction
Shiau Hong Lim, Li-Lun Wang, Gerald DeJong
IJCAI 2007, Proceedings of the 20th International Joint Conference on Artificial Intelligence, Hyderabad, India, January 6-12, 2007



2005

Towards Finite-Sample Convergence of Direct Reinforcement Learning
Shiau Hong Lim, Gerald DeJong
Machine Learning: ECML 2005, 16th European Conference on Machine Learning, Porto, Portugal, October 3-7, 2005, Proceedings


2004

Traffic engineering enhancement to QoS-OSPF in DiffServ and MPLS networks
SH Lim, MH Yaacob, KK Phang, TC Ling
IEE Proceedings-Communications 151(1), IET, 2004


2002

Design of a Fuzzy Usage Parameter Controller for Diffserv and MPLS.
K. K. Phang, S. H. Lim, Mashkuri Yaacob, T. C. Ling
IEA/AIE 2002, Lecture Notes in Computer Science, Springer


2000

Fuzzy VBR Policer for ATM Networks
S.H. Lim, M. Yaacob, K.K. Phang, T.C. Ling
MMU International Symposium on ICT 2000