Dale Schuurmans

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	All	Since 2015
Citations	9529	4194
h-index	51	32
i10-index	145	90

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Fuchun PengResearch ManagerVerified email at fb.com
Russ GreinerProfessor of Computer Science, University of AlbertaVerified email at ualberta.ca
Yuhong GuoProfessor, Carleton UniversityVerified email at carleton.ca
Mohammad NorouziStaff Scientist, Google BrainVerified email at google.com
Yaoliang YuUniversity of WaterlooVerified email at uwaterloo.ca
Xinhua ZhangUniversity of Illinois at ChicagoVerified email at uic.edu
Craig BoutilierPrincipal Scientist, GoogleVerified email at google.com
Mohamed ElgendiFaculty of Medicine, University of ManitobaVerified email at cfri.ubc.ca
Daniel LizotteAssistant Professor of Computer Science, University of Western OntarioVerified email at uwo.ca
Michael BowlingUniversity of Alberta / DeepMindVerified email at ualberta.ca
Csaba SzepesvariDeepMind & Department of Computing Science, University of AlbertaVerified email at cs.ualberta.ca
Xiangji Huang (Jimmy Huang)York Research Chair, Professor & ACM Distinguished Scientist York University Toronto, CanadaVerified email at yorku.ca
Martha WhiteUniversity of AlbertaVerified email at ualberta.ca
Li ChengAssociate Professor, Department of ECE, University of Alberta, Canada; Adjunct staff, BII, A*STARVerified email at ualberta.ca
James NeufeldUniversity of AlbertaVerified email at ualberta.ca
Pascal PoupartUniversity of WaterlooVerified email at uwaterloo.ca
Terry CaelliDeakin UniversityVerified email at deakin.edu.au
Ali GhodsiProfessor of Statistics and Computer Science, University of WaterlooVerified email at uwaterloo.ca
Dekang LinSenior Staff Research Scientist, GoogleVerified email at google.com
Özlem AslanResearch Scientist at DeepMindVerified email at google.com

Dale Schuurmans

Research Scientist, Google Brain / Professor, University of Alberta

Verified email at cs.ualberta.ca - Homepage

Machine Learning


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Maximum margin clustering L Xu, J Neufeld, B Larson, D Schuurmans Advances in neural information processing systems 17, 1537-1544, 2004	519	2004
Advances in large margin classifiers AJ Smola, PJ Bartlett, D Schuurmans, B Schölkopf MIT press, 2000	388	2000
Boosting in the limit: Maximizing the margin of learned ensembles AJ Grove, D Schuurmans AAAI/IAAI, 692-699, 1998	346	1998
Augmenting naive bayes classifiers with statistical language models F Peng, D Schuurmans, S Wang Information Retrieval 7 (3-4), 317-345, 2004	319	2004
Discriminative batch mode active learning Y Guo, D Schuurmans Advances in neural information processing systems 20, 593-600, 2007	281	2007
Automatic Gait Optimization with Gaussian Process Regression. DJ Lizotte, T Wang, MH Bowling, D Schuurmans IJCAI 7, 944-949, 2007	262	2007
Combining naive Bayes and n-gram language models for text classification F Peng, D Schuurmans European Conference on Information Retrieval, 335-350, 2003	223	2003
Unsupervised and semi-supervised multi-class support vector machines L Xu, D Schuurmans AAAI 40, 50, 2005	206	2005
Bridging the gap between value and policy based reinforcement learning O Nachum, M Norouzi, K Xu, D Schuurmans Advances in Neural Information Processing Systems, 2775-2785, 2017	201	2017
Learning with a Strong Adversary R Huang, B Xu, D Schuurmans, C Szepesvari https://arxiv.org/abs/1511.03034, 2015	196	2015
Language independent authorship attribution with character level n-grams F Peng, D Schuurmans, V Keselj, S Wang 10th Conference of the European Chapter of the Association for Computational …, 2003	194	2003
Robust support vector machine training via convex outlier ablation L Xu, K Crammer, D Schuurmans AAAI 6, 536-542, 2006	174	2006
Constraint-based optimization and utility elicitation using the minimax decision criterion C Boutilier, R Patrascu, P Poupart, D Schuurmans Artificial Intelligence 170 (8-9), 686-713, 2006	162	2006
Semi-supervised conditional random fields for improved sequence segmentation and labeling F Jiao, S Wang, CH Lee, R Greiner, D Schuurmans	160	2006
Graphical models and point pattern matching TS Caetano, T Caelli, D Schuurmans, DAC Barone IEEE Transactions on Pattern Analysis and Machine Intelligence 28 (10), 1646 …, 2006	157	2006
Local search characteristics of incomplete SAT procedures D Schuurmans, F Southey Artificial Intelligence 132 (2), 121-150, 2001	146	2001
Face alignment using statistical models and wavelet features F Jiao, S Li, HY Shum, D Schuurmans 2003 IEEE Computer Society Conference on Computer Vision and Pattern …, 2003	141	2003
General convergence results for linear discriminant updates AJ Grove, N Littlestone, D Schuurmans Machine Learning 43 (3), 173-210, 2001	137	2001
Reward augmented maximum likelihood for neural structured prediction M Norouzi, S Bengio, N Jaitly, M Schuster, Y Wu, D Schuurmans Advances In Neural Information Processing Systems 29, 1723-1731, 2016	135	2016
Convex multi-view subspace learning M White, X Zhang, D Schuurmans, Y Yu Advances in neural information processing systems, 1673-1681, 2012	134	2012

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