Dale Schuurmans
Dale Schuurmans
Research Scientist, Google Brain / Professor, University of Alberta
Adresse e-mail validée de cs.ualberta.ca - Page d'accueil
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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
5482004
Advances in large margin classifiers
AJ Smola, PJ Bartlett, D Schuurmans, B Schölkopf
MIT press, 2000
3882000
Boosting in the limit: Maximizing the margin of learned ensembles
AJ Grove, D Schuurmans
AAAI/IAAI, 692-699, 1998
3581998
Augmenting naive bayes classifiers with statistical language models
F Peng, D Schuurmans, S Wang
Information Retrieval 7 (3), 317-345, 2004
3402004
Discriminative Batch Mode Active Learning.
Y Guo, D Schuurmans
NIPS, 593-600, 2007
2972007
Automatic Gait Optimization with Gaussian Process Regression.
DJ Lizotte, T Wang, MH Bowling, D Schuurmans
IJCAI 7, 944-949, 2007
2782007
Learning with a Strong Adversary
R Huang, B Xu, D Schuurmans, C Szepesvari
https://arxiv.org/abs/1511.03034, 2015
2342015
Combining naive Bayes and n-gram language models for text classification
F Peng, D Schuurmans
European Conference on Information Retrieval, 335-350, 2003
2282003
Bridging the gap between value and policy based reinforcement learning
O Nachum, M Norouzi, K Xu, D Schuurmans
arXiv preprint arXiv:1702.08892, 2017
2232017
Unsupervised and semi-supervised multi-class support vector machines
L Xu, D Schuurmans
AAAI 40, 50, 2005
2092005
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
1912003
Robust support vector machine training via convex outlier ablation
L Xu, K Crammer, D Schuurmans
AAAI 6, 536-542, 2006
1812006
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
1702006
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
1622006
Semi-supervised conditional random fields for improved sequence segmentation and labeling
F Jiao, S Wang, CH Lee, R Greiner, D Schuurmans
1622006
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
1562016
Local search characteristics of incomplete SAT procedures
D Schuurmans, F Southey
Artificial Intelligence 132 (2), 121-150, 2001
1482001
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
1462003
Convex Multi-view Subspace Learning.
M White, Y Yu, X Zhang, D Schuurmans
Nips, 1682-1690, 2012
1422012
General convergence results for linear discriminant updates
AJ Grove, N Littlestone, D Schuurmans
Machine Learning 43 (3), 173-210, 2001
1372001
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