25,161
edits
Changes
Created page with "'''Home * People * Wee Sun Lee''' FILE:leeweesun.jpg|border|right|thumb|240px|link=http://www.comp.nus.edu.sg/%7Eleews/| Wee Sun Lee <ref>[http://www.com..."
'''[[Main Page|Home]] * [[People]] * Wee Sun Lee'''
[[FILE:leeweesun.jpg|border|right|thumb|240px|link=http://www.comp.nus.edu.sg/%7Eleews/| Wee Sun Lee <ref>[http://www.comp.nus.edu.sg/%7Eleews/ Lee Wee Sun's Homepage]</ref> ]]
'''Wee Sun Lee''',<ref>Lee Wee Sun in Asian standard template [LAST NAME][FIRST NAME]</ref><br/>
a Singaporean computer scientist and professor at the department of computer science of [https://en.wikipedia.org/wiki/National_University_of_Singapore National University of Singapore].
His research interests include [[Learning|machine learning]] theory and applications, and [[Planning|planning]] under uncertainty. Along with his Ph.D. student [[Yew Jin Lim]], he published on [[Pruning|Forward Pruning]] in [[Search|Game-Tree Search]], in particular on [[RankCut]].
=Selected Publications=
<ref>[http://www.comp.nus.edu.sg/%7Eleews/publications/publications.html Lee Wee Sun - Publications]</ref> <ref>[https://dblp.uni-trier.de/pers/hd/l/Lee:Wee_Sun.html dblp: Wee Sun Lee]</ref>
==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]
* [[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 ...==
* [[Wee Sun Lee]] ('''2000'''). ''[https://ieeexplore.ieee.org/document/838168 Trees, Windows, and Tiles for Wavelet Image Compression]''. [https://dblp.uni-trier.de/db/conf/dcc/dcc2000.html Data Compression Conference 2000]
* [[Wee Sun Lee]] ('''2001'''). ''Collaborative Learning and Recommender Systems''. [https://dblp.uni-trier.de/db/conf/icml/icml2001.html ICML 2001], [https://www.comp.nus.edu.sg/~leews/publications/icml01.pdf pdf]
* [[Wee Sun Lee]], [https://dblp.uni-trier.de/pers/hd/l/Liu_0001:Bing Bing Liu] ('''2003'''). ''Learning with Positive and Unlabeled Examples Using Weighted Logistic Regression''. [https://dblp.uni-trier.de/db/conf/icml/icml2003.html ICML 2003], [https://www.aaai.org/Papers/ICML/2003/ICML03-060.pdf pdf]
* [[Yew Jin Lim]], [[Wee Sun Lee]] ('''2006'''). ''Properties of Forward Pruning in Game-Tree Search'', [[Conferences#AAAI-2006|AAAI 2006]], [http://www.yewjin.com/storage/papers/riskmanagement.pdf pdf]
* [[Yew Jin Lim]], [[Wee Sun Lee]] ('''2006'''). ''RankCut - A Domain Independent Forward Pruning Method for Games''. [[Conferences#AAAI-2006|AAAI 2006]], [http://www.yewjin.com/storage/papers/rankcut.pdf pdf]
==2010 ...==
* [https://dblp.uni-trier.de/pers/hd/b/Bai:Haoyu Haoyu Bai], [https://dblp.uni-trier.de/pers/hd/h/Hsu:David David Hsu], [[Wee Sun Lee]], [https://dblp.uni-trier.de/pers/hd/v/Vien:Ngo_Anh Ngo Anh Vien] ('''2010'''). ''Monte Carlo Value Iteration for Continuous-State POMDPs''. [https://dblp.uni-trier.de/db/conf/wafr/wafr2010.html WAFR 2010], [http://bigbird.comp.nus.edu.sg/pmwiki/farm/wafr/uploads/Main/wafr2010_submission_53.pdf pdf]
* [[Truong-Huy Dinh Nguyen]], [[Wee Sun Lee]], [[Tze-Yun Leong]] ('''2012'''). ''Bootstrapping Monte Carlo Tree Search with an Imperfect Heuristic''. [https://arxiv.org/abs/1206.5940 arXiv:1206.5940]
* [[Truong-Huy Dinh Nguyen]], [[Tomi Silander]], [[Wee Sun Lee]], [[Tze-Yun Leong]] ('''2014'''). ''[https://www.aaai.org/ocs/index.php/ICAPS/ICAPS14/paper/view/7934 Bootstrapping Simulation-Based Algorithms with a Suboptimal Policy]''. [https://dblp.uni-trier.de/db/conf/aips/icaps2014.html ICAPS 2014], [https://youtu.be/ccwcZZj5vKM YouTube Video]
* [https://dblp.uni-trier.de/pers/hd/l/Lim:Zhan_Wei Zhan Wei Lim], [https://dblp.uni-trier.de/pers/hd/h/Hsu:David David Hsu], [[Wee Sun Lee]] ('''2017'''). ''Shortest Path under Uncertainty: Exploration versus Exploitation''. [https://dblp.uni-trier.de/db/conf/uai/uai2017.html UAI 2017], [http://auai.org/uai2017/proceedings/papers/26.pdf pdf]
=External Links=
* [http://www.comp.nus.edu.sg/%7Eleews/ Lee Wee Sun's Homepage]
* [https://scholar.google.com/citations?user=8PCrLgwAAAAJ Wee Sun Lee - Google Scholar Citations]
=References=
<references />
'''[[People|Up one level]]'''
[[Category:Mathematician|Lee]]
[[Category:Researcher|Lee]]
[[FILE:leeweesun.jpg|border|right|thumb|240px|link=http://www.comp.nus.edu.sg/%7Eleews/| Wee Sun Lee <ref>[http://www.comp.nus.edu.sg/%7Eleews/ Lee Wee Sun's Homepage]</ref> ]]
'''Wee Sun Lee''',<ref>Lee Wee Sun in Asian standard template [LAST NAME][FIRST NAME]</ref><br/>
a Singaporean computer scientist and professor at the department of computer science of [https://en.wikipedia.org/wiki/National_University_of_Singapore National University of Singapore].
His research interests include [[Learning|machine learning]] theory and applications, and [[Planning|planning]] under uncertainty. Along with his Ph.D. student [[Yew Jin Lim]], he published on [[Pruning|Forward Pruning]] in [[Search|Game-Tree Search]], in particular on [[RankCut]].
=Selected Publications=
<ref>[http://www.comp.nus.edu.sg/%7Eleews/publications/publications.html Lee Wee Sun - Publications]</ref> <ref>[https://dblp.uni-trier.de/pers/hd/l/Lee:Wee_Sun.html dblp: Wee Sun Lee]</ref>
==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]
* [[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 ...==
* [[Wee Sun Lee]] ('''2000'''). ''[https://ieeexplore.ieee.org/document/838168 Trees, Windows, and Tiles for Wavelet Image Compression]''. [https://dblp.uni-trier.de/db/conf/dcc/dcc2000.html Data Compression Conference 2000]
* [[Wee Sun Lee]] ('''2001'''). ''Collaborative Learning and Recommender Systems''. [https://dblp.uni-trier.de/db/conf/icml/icml2001.html ICML 2001], [https://www.comp.nus.edu.sg/~leews/publications/icml01.pdf pdf]
* [[Wee Sun Lee]], [https://dblp.uni-trier.de/pers/hd/l/Liu_0001:Bing Bing Liu] ('''2003'''). ''Learning with Positive and Unlabeled Examples Using Weighted Logistic Regression''. [https://dblp.uni-trier.de/db/conf/icml/icml2003.html ICML 2003], [https://www.aaai.org/Papers/ICML/2003/ICML03-060.pdf pdf]
* [[Yew Jin Lim]], [[Wee Sun Lee]] ('''2006'''). ''Properties of Forward Pruning in Game-Tree Search'', [[Conferences#AAAI-2006|AAAI 2006]], [http://www.yewjin.com/storage/papers/riskmanagement.pdf pdf]
* [[Yew Jin Lim]], [[Wee Sun Lee]] ('''2006'''). ''RankCut - A Domain Independent Forward Pruning Method for Games''. [[Conferences#AAAI-2006|AAAI 2006]], [http://www.yewjin.com/storage/papers/rankcut.pdf pdf]
==2010 ...==
* [https://dblp.uni-trier.de/pers/hd/b/Bai:Haoyu Haoyu Bai], [https://dblp.uni-trier.de/pers/hd/h/Hsu:David David Hsu], [[Wee Sun Lee]], [https://dblp.uni-trier.de/pers/hd/v/Vien:Ngo_Anh Ngo Anh Vien] ('''2010'''). ''Monte Carlo Value Iteration for Continuous-State POMDPs''. [https://dblp.uni-trier.de/db/conf/wafr/wafr2010.html WAFR 2010], [http://bigbird.comp.nus.edu.sg/pmwiki/farm/wafr/uploads/Main/wafr2010_submission_53.pdf pdf]
* [[Truong-Huy Dinh Nguyen]], [[Wee Sun Lee]], [[Tze-Yun Leong]] ('''2012'''). ''Bootstrapping Monte Carlo Tree Search with an Imperfect Heuristic''. [https://arxiv.org/abs/1206.5940 arXiv:1206.5940]
* [[Truong-Huy Dinh Nguyen]], [[Tomi Silander]], [[Wee Sun Lee]], [[Tze-Yun Leong]] ('''2014'''). ''[https://www.aaai.org/ocs/index.php/ICAPS/ICAPS14/paper/view/7934 Bootstrapping Simulation-Based Algorithms with a Suboptimal Policy]''. [https://dblp.uni-trier.de/db/conf/aips/icaps2014.html ICAPS 2014], [https://youtu.be/ccwcZZj5vKM YouTube Video]
* [https://dblp.uni-trier.de/pers/hd/l/Lim:Zhan_Wei Zhan Wei Lim], [https://dblp.uni-trier.de/pers/hd/h/Hsu:David David Hsu], [[Wee Sun Lee]] ('''2017'''). ''Shortest Path under Uncertainty: Exploration versus Exploitation''. [https://dblp.uni-trier.de/db/conf/uai/uai2017.html UAI 2017], [http://auai.org/uai2017/proceedings/papers/26.pdf pdf]
=External Links=
* [http://www.comp.nus.edu.sg/%7Eleews/ Lee Wee Sun's Homepage]
* [https://scholar.google.com/citations?user=8PCrLgwAAAAJ Wee Sun Lee - Google Scholar Citations]
=References=
<references />
'''[[People|Up one level]]'''
[[Category:Mathematician|Lee]]
[[Category:Researcher|Lee]]
