Revision as of 22:41, 23 May 2019

Home * People * Wee Sun Lee

Wee Sun Lee ^[1]

Wee Sun Lee,^[2]
a Singaporean computer scientist and professor at the department of computer science of National University of Singapore. His research interests include machine learning theory and applications, and planning under uncertainty. Along with his Ph.D. student Yew Jin Lim, he published on Forward Pruning in Game-Tree Search, in particular on RankCut.

Selected Publications

Wee Sun Lee (1996). Agnostic Learning and Single Hidden Layer Neural Networks. Ph.D. thesis, Australian National University, ps
Robert Schapire, Yoav Freund, Peter Bartlett, Wee Sun Lee (1998). Boosting the margin: A new explanation for the effectiveness of voting methods. Annals of Statistic, pdf
Wee Sun Lee (1999). Edge Adaptive Prediction for Lossless Image Coding. Data Compression Conference 1999, pdf

Wee Sun Lee (2000). Trees, Windows, and Tiles for Wavelet Image Compression. Data Compression Conference 2000
Wee Sun Lee (2001). Collaborative Learning and Recommender Systems. ICML 2001, pdf
Wee Sun Lee, Bing Liu (2003). Learning with Positive and Unlabeled Examples Using Weighted Logistic Regression. ICML 2003, pdf
Yew Jin Lim, Wee Sun Lee (2006). Properties of Forward Pruning in Game-Tree Search, AAAI 2006, pdf
Yew Jin Lim, Wee Sun Lee (2006). RankCut - A Domain Independent Forward Pruning Method for Games. AAAI 2006, pdf

@@ Line 11: / Line 11: @@
 ==1996 ...==
 * [[Wee Sun Lee]] ('''1996'''). ''Agnostic Learning and Single Hidden Layer Neural Networks.'' Ph.D. thesis, [[Australian National University]], [http://www.comp.nus.edu.sg/~leews/publications/thesis.ps ps]
-* [[Robert Schapire]], [[Yoav Freund]], [[Peter Bartlett]], [[Wee Sun Lee]] ('''1998'''). ''Boosting the margin: A new explanation for the effectiveness of voting methods''. [https://en.wikipedia.org/wiki/Annals_of_Statistics Annals of Statistic], [https://www.cc.gatech.edu/~isbell/tutorials/boostingmargins.pdf pdf]
+* [[Robert Schapire]], [[Yoav Freund]], [[Mathematician#PBartlett|Peter Bartlett]], [[Wee Sun Lee]] ('''1998'''). ''Boosting the margin: A new explanation for the effectiveness of voting methods''. [https://en.wikipedia.org/wiki/Annals_of_Statistics Annals of Statistic], [https://www.cc.gatech.edu/~isbell/tutorials/boostingmargins.pdf pdf]
 * [[Wee Sun Lee]] ('''1999'''). ''Edge Adaptive Prediction for Lossless Image Coding''. [https://dblp.uni-trier.de/db/conf/dcc/dcc99.html Data Compression Conference 1999], [https://www.comp.nus.edu.sg/~leews/publications/dcc99.pdf pdf]
 ==2000 ...==