Search results for "Dale Schuurmans"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
1	Jiming Peng, Lopamudra Mukherjee, Vikas Singh, Dale Schuurmans, Linli Xu	An efficient algorithm for maximal margin clustering.	J. Global Optimization	2012	DBLP DOI BibTeX RDF
1	Martha White, Dale Schuurmans	Generalized Optimal Reverse Prediction.	Journal of Machine Learning Research - Proceedings Track	2012	DBLP BibTeX RDF
1	Yaoliang Yu, Dale Schuurmans	Rank/Norm Regularization with Closed-Form Solutions: Application to Subspace Clustering	CoRR	2012	DBLP BibTeX RDF
1	Li Cheng, Minglun Gong, Dale Schuurmans, Terry Caelli	Real-Time Discriminative Background Subtraction.	IEEE Transactions on Image Processing	2011	DBLP DOI BibTeX RDF
1	Wenye Li, Dale Schuurmans	Modular Community Detection in Networks.	IJCAI	2011	DBLP BibTeX RDF
1	Yaoliang Yu, Dale Schuurmans	Rank/Norm Regularization with Closed-Form Solutions: Application to Subspace Clustering.	UAI	2011	DBLP BibTeX RDF
1	Xinhua Zhang, Yaoliang Yu, Martha White, Ruitong Huang, Dale Schuurmans	Convex Sparse Coding, Subspace Learning, and Semi-Supervised Extensions.	AAAI	2011	DBLP BibTeX RDF
1	Yuhong Guo, Dale Schuurmans	Adaptive Large Margin Training for Multilabel Classification.	AAAI	2011	DBLP BibTeX RDF
1	Novi Quadrianto, Dale Schuurmans, Alex J. Smola	Distributed Flow Algorithms for Scalable Similarity Visualization.	ICDM Workshops	2010	DBLP DOI BibTeX RDF
1	Yi Shi, Maryam Hasan, Zhipeng Cai, Guohui Lin, Dale Schuurmans	Linear Coherent Bi-cluster Discovery via Beam Detection and Sample Set Clustering.	COCOA	2010	DBLP DOI BibTeX RDF
1	Yaoliang Yu, Min Yang, Linli Xu, Martha White, Dale Schuurmans	Relaxed Clipping: A Global Training Method for Robust Regression and Classification.	NIPS	2010	DBLP BibTeX RDF
1	Min Yang, Yuxi Li, Dale Schuurmans	Dual Temporal Difference Learning.	Journal of Machine Learning Research - Proceedings Track	2009	DBLP BibTeX RDF
1	Yuxi Li, Csaba Szepesvári, Dale Schuurmans	Learning Exercise Policies for American Options.	Journal of Machine Learning Research - Proceedings Track	2009	DBLP BibTeX RDF
1	Yuhong Guo, Dale Schuurmans	A Reformulation of Support Vector Machines for General Confidence Functions.	ACML	2009	DBLP DOI BibTeX RDF
1	Yi Shi, Zhipeng Cai, Guohui Lin, Dale Schuurmans	Linear Coherent Bi-cluster Discovery via Line Detection and Sample Majority Voting.	COCOA	2009	DBLP DOI BibTeX RDF
1	Linli Xu, Martha White, Dale Schuurmans	Optimal reverse prediction: a unified perspective on supervised, unsupervised and semi-supervised learning.	ICML	2009	DBLP DOI BibTeX RDF
1	Linli Xu, Wenye Li, Dale Schuurmans	Fast normalized cut with linear constraints.	CVPR	2009	DBLP DOI BibTeX RDF
1	Qinfeng Shi, Luping Zhou, Li Cheng, Dale Schuurmans	Discriminative Maximum Margin Image Object Categorization with Exact Inference.	ICIG	2009	DBLP DOI BibTeX RDF
1	Yaoliang Yu, Yuxi Li, Dale Schuurmans, Csaba Szepesvári	A General Projection Property for Distribution Families.	NIPS	2009	DBLP BibTeX RDF
1	Yoshua Bengio, Dale Schuurmans, John D. Lafferty, Christopher K. I. Williams, Aron Culotta (eds.)	Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, Vancouver, British Columbia, Canada.	NIPS	2009	DBLP BibTeX RDF
1	Daphne Koller, Dale Schuurmans, Yoshua Bengio, Léon Bottou (eds.)	Advances in Neural Information Processing Systems 21, Proceedings of the Twenty-Second Annual Conference on Neural Information Processing Systems, Vancouver, British Columbia, Canada, December 8-11, 2008	NIPS	2009	DBLP BibTeX RDF
1	Novi Quadrianto, Tibério S. Caetano, John Lim, Dale Schuurmans	Convex Relaxation of Mixture Regression with Efficient Algorithms.	NIPS	2009	DBLP BibTeX RDF
1	Yuxi Li, Dale Schuurmans	Policy Iteration for Learning an Exercise Policy for American Options.	EWRL	2008	DBLP DOI BibTeX RDF
1	Qin Iris Wang, Dale Schuurmans, Dekang Lin	Semi-Supervised Convex Training for Dependency Parsing.	ACL	2008	DBLP BibTeX RDF
1	Daniel J. Lizotte, Tao Wang, Michael H. Bowling, Dale Schuurmans	Automatic Gait Optimization with Gaussian Process Regression.	IJCAI	2007	DBLP BibTeX RDF
1	Qin Iris Wang, Dekang Lin, Dale Schuurmans	Simple Training of Dependency Parsers via Structured Boosting.	IJCAI	2007	DBLP BibTeX RDF
1	Yuhong Guo, Dale Schuurmans	Learning Gene Regulatory Networks via Globally Regularized Risk Minimization.	RECOMB-CG	2007	DBLP DOI BibTeX RDF
1	Yuhong Guo, Dale Schuurmans	Discriminative Batch Mode Active Learning.	NIPS	2007	DBLP BibTeX RDF
1	Yuhong Guo, Dale Schuurmans	Convex Relaxations of Latent Variable Training.	NIPS	2007	DBLP BibTeX RDF
1	Tao Wang, Daniel J. Lizotte, Michael H. Bowling, Dale Schuurmans	Stable Dual Dynamic Programming.	NIPS	2007	DBLP BibTeX RDF
1	Tibério S. Caetano, Terry Caelli, Dale Schuurmans, Dante Augusto Couto Barone	Graphical Models and Point Pattern Matching.	IEEE Trans. Pattern Anal. Mach. Intell.	2006	DBLP DOI BibTeX RDF	junction tree algorithm, Markov random fields, graphical models, graph matching, Point pattern matching
1	Craig Boutilier, Relu Patrascu, Pascal Poupart, Dale Schuurmans	Constraint-based optimization and utility elicitation using the minimax decision criterion.	Artif. Intell.	2006	DBLP DOI BibTeX RDF
1	Jiayuan Huang, Tingshao Zhu, Dale Schuurmans	Web Communities Identification from Random Walks.	PKDD	2006	DBLP DOI BibTeX RDF
1	Jiayuan Huang, Tingshao Zhu, Russell Greiner, Dengyong Zhou, Dale Schuurmans	Information Marginalization on Subgraphs.	PKDD	2006	DBLP DOI BibTeX RDF
1	Feng Jiao, Shaojun Wang, Chi-Hoon Lee, Russell Greiner, Dale Schuurmans	Semi-Supervised Conditional Random Fields for Improved Sequence Segmentation and Labeling.	ACL	2006	DBLP BibTeX RDF
1	Li Cheng, Shaojun Wang, Dale Schuurmans, Terry Caelli, S. V. N. Vishwanathan	An Online Discriminative Approach to Background Subtraction.	AVSS	2006	DBLP DOI BibTeX RDF
1	Linli Xu, Dana F. Wilkinson, Finnegan Southey, Dale Schuurmans	Discriminative unsupervised learning of structured predictors.	ICML	2006	DBLP DOI BibTeX RDF
1	Yuhong Guo, Dale Schuurmans	Convex Structure Learning for Bayesian Networks: Polynomial Feature Selection and Approximate Ordering.	UAI	2006	DBLP BibTeX RDF
1	Shaojun Wang, Shaomin Wang, Li Cheng, Russell Greiner, Dale Schuurmans	Stochastic Analysis of Lexical and Semantic Enhanced Structural Language Model.	ICGI	2006	DBLP DOI BibTeX RDF	structural language model, trigram, Language modeling, probabilistic latent semantic analysis
1	Tao Wang, Pascal Poupart, Michael H. Bowling, Dale Schuurmans	Compact, Convex Upper Bound Iteration for Approximate POMDP Planning.	AAAI	2006	DBLP BibTeX RDF
1	Linli Xu, Koby Crammer, Dale Schuurmans	Robust Support Vector Machine Training via Convex Outlier Ablation.	AAAI	2006	DBLP BibTeX RDF
1	Chi-Hoon Lee, Shaojun Wang, Feng Jiao, Dale Schuurmans, Russell Greiner	Learning to Model Spatial Dependency: Semi-Supervised Discriminative Random Fields.	NIPS	2006	DBLP BibTeX RDF
1	Li Cheng, S. V. N. Vishwanathan, Dale Schuurmans, Shaojun Wang, Terry Caelli	implicit Online Learning with Kernels.	NIPS	2006	DBLP BibTeX RDF
1	Shaojun Wang, Dale Schuurmans, Fuchun Peng, Yunxin Zhao	Combining Statistical Language Models via the Latent Maximum Entropy Principle.	Machine Learning	2005	DBLP DOI BibTeX RDF	language modeling, maximum entropy, latent semantic analysis, N-gram models, latent variables
1	Yuhong Guo, Russell Greiner, Dale Schuurmans	Learning Coordination Classifiers.	IJCAI	2005	DBLP BibTeX RDF
1	Craig Boutilier, Relu Patrascu, Pascal Poupart, Dale Schuurmans	Regret-based Utility Elicitation in Constraint-based Decision Problems.	IJCAI	2005	DBLP BibTeX RDF
1	Tao Wang, Daniel J. Lizotte, Michael H. Bowling, Dale Schuurmans	Bayesian sparse sampling for on-line reward optimization.	ICML	2005	DBLP DOI BibTeX RDF
1	Shaojun Wang, Shaomin Wang, Russell Greiner, Dale Schuurmans, Li Cheng	Exploiting syntactic, semantic and lexical regularities in language modeling via directed Markov random fields.	ICML	2005	DBLP DOI BibTeX RDF
1	Li Cheng, Feng Jiao, Dale Schuurmans, Shaojun Wang	Variational Bayesian image modelling.	ICML	2005	DBLP DOI BibTeX RDF
1	Ali Ghodsi, Jiayuan Huang, Finnegan Southey, Dale Schuurmans	Tangent-Corrected Embedding.	CVPR	2005	DBLP DOI BibTeX RDF
1	Yuhong Guo, Dana F. Wilkinson, Dale Schuurmans	Maximum Margin Bayesian Networks.	UAI	2005	DBLP BibTeX RDF
1	Linli Xu, Dale Schuurmans	Unsupervised and Semi-Supervised Multi-Class Support Vector Machines.	AAAI	2005	DBLP BibTeX RDF
1	Shaojun Wang, Dale Schuurmans, Fuchun Peng, Yunxin Zhao	Learning mixture models with the regularized latent maximum entropy principle.	IEEE Transactions on Neural Networks	2004	DBLP DOI BibTeX RDF
1	Xiangji Huang, Fuchun Peng, Aijun An, Dale Schuurmans	Dynamic Web log session identification with statistical language models.	JASIST	2004	DBLP DOI BibTeX RDF
1	Fuchun Peng, Dale Schuurmans, Shaojun Wang	Augmenting Naive Bayes Classifiers with Statistical Language Models.	Inf. Retr.	2004	DBLP DOI BibTeX RDF
1	Ali Ghodsi, Jiayuan Huang, Dale Schuurmans	Transformation-Invariant Embedding for Image Analysis.	ECCV	2004	DBLP DOI BibTeX RDF
1	Linli Xu, James Neufeld, Bryce Larson, Dale Schuurmans	Maximum Margin Clustering.	NIPS	2004	DBLP BibTeX RDF
1	Ali Ghodsi, Dale Schuurmans	Automatic basis selection techniques for RBF networks.	Neural Networks	2003	DBLP DOI BibTeX RDF
1	Xiangji Huang, Fuchun Peng, Dale Schuurmans, Nick Cercone, Stephen E. Robertson	Applying Machine Learning to Text Segmentation for Information Retrieval.	Inf. Retr.	2003	DBLP DOI BibTeX RDF
1	Fuchun Peng, Xiangji Huang, Dale Schuurmans, Shaojun Wang	Text classification in Asian languages without word segmentation.	IRAL	2003	DBLP DOI BibTeX RDF
1	Fuchun Peng, Dale Schuurmans, Shaojun Wang	Language and Task Independent Text Categorization with Simple Language Models.	HLT-NAACL	2003	DBLP BibTeX RDF
1	Fuchun Peng, Dale Schuurmans, Vlado Keselj, Shaojun Wang	Language Independent Authorship Attribution with Character Level N-Grams.	EACL	2003	DBLP BibTeX RDF
1	Shaojun Wang, Dale Schuurmans, Fuchun Peng, Yunxin Zhao	Learning Mixture Models with the Latent Maximum Entropy Principle.	ICML	2003	DBLP BibTeX RDF
1	Feng Jiao, Stan Z. Li, Heung-Yeung Shum, Dale Schuurmans	Face Alignment Using Statistical Models and Wavelet Features.	CVPR	2003	DBLP DOI BibTeX RDF
1	Shaojun Wang, Dale Schuurmans	Learning Continuous Latent Variable Models with Bregman Divergences.	ALT	2003	DBLP DOI BibTeX RDF	alternating minimization, forward projection, backward projection, iterative scaling, unsupervised learning, Bregman divergence, information geometry, statistical machine learning
1	Fuchun Peng, Dale Schuurmans	Combining Naive Bayes and n-Gram Language Models for Text Classification.	ECIR	2003	DBLP DOI BibTeX RDF
1	Fletcher Lu, Dale Schuurmans	Monte Carlo Matrix Inversion Policy Evaluation.	UAI	2003	DBLP BibTeX RDF
1	Shaojun Wang, Dale Schuurmans, Fuchun Peng, Yunxin Zhao	Boltzmann Machine Learning with the Latent Maximum Entropy Principle.	UAI	2003	DBLP BibTeX RDF
1	Fletcher Lu, Dale Schuurmans	Model-Based Least-Squares Policy Evaluation.	Canadian Conference on AI	2003	DBLP DOI BibTeX RDF
1	Xiangji Huang, Fuchun Peng, Aijun An, Dale Schuurmans, Nick Cercone	Session Boundary Detection for Association Rule Learning Using n-Gram Language Models.	Canadian Conference on AI	2003	DBLP DOI BibTeX RDF
1	Craig Boutilier, Relu Patrascu, Pascal Poupart, Dale Schuurmans	Constraint-Based Optimization with the Minimax Decision Criterion.	CP	2003	DBLP DOI BibTeX RDF
1	Dale Schuurmans, Finnegan Southey	Metric-Based Methods for Adaptive Model Selection and Regularization.	Machine Learning	2002	DBLP DOI BibTeX RDF
1	Yoshua Bengio, Dale Schuurmans	Guest Introduction: Special Issue on New Methods for Model Selection and Model Combination.	Machine Learning	2002	DBLP DOI BibTeX RDF
1	Fuchun Peng, Xiangji Huang, Dale Schuurmans, Nick Cercone	Investigating the Relationship between Word Segmentation Performance and Retrieval Performance in Chinese IR.	COLING	2002	DBLP BibTeX RDF
1	Fuchun Peng, Xiangji Huang, Dale Schuurmans, Nick Cercone, Stephen E. Robertson	Using self-supervised word segmentation in Chinese information retrieval.	SIGIR	2002	DBLP DOI BibTeX RDF	Chinese IR, self-supervised word segmentation
1	Fletcher Lu, Relu Patrascu, Dale Schuurmans	Investigating the Maximum Likelihood Alternative to TD(lambda).	ICML	2002	DBLP BibTeX RDF
1	Carlos Guestrin, Relu Patrascu, Dale Schuurmans	Algorithm-Directed Exploration for Model-Based Reinforcement Learning in Factored MDPs.	ICML	2002	DBLP BibTeX RDF
1	Relu Patrascu, Pascal Poupart, Dale Schuurmans, Craig Boutilier, Carlos Guestrin	Greedy Linear Value-Approximation for Factored Markov Decision Processes.	AAAI/IAAI	2002	DBLP BibTeX RDF
1	Pascal Poupart, Craig Boutilier, Relu Patrascu, Dale Schuurmans	Piecewise Linear Value Function Approximation for Factored MDPs.	AAAI/IAAI	2002	DBLP BibTeX RDF
1	Finnegan Southey, Dale Schuurmans, Ali Ghodsi	Regularized Greedy Importance Sampling.	NIPS	2002	DBLP BibTeX RDF
1	Adam J. Grove, Nick Littlestone, Dale Schuurmans	General Convergence Results for Linear Discriminant Updates.	Machine Learning	2001	DBLP DOI BibTeX RDF
1	Dale Schuurmans, Finnegan Southey	Local search characteristics of incomplete SAT procedures.	Artif. Intell.	2001	DBLP DOI BibTeX RDF
1	Fuchun Peng, Dale Schuurmans	A Hierarchical EM Approach to Word Segmentation.	NLPRS	2001	DBLP BibTeX RDF
1	Fuchun Peng, Dale Schuurmans	A Simple Closed-Class/Open-Class Factorization for Improved Language Modeling.	NLPRS	2001	DBLP BibTeX RDF
1	Dale Schuurmans, Finnegan Southey, Robert C. Holte	The Exponentiated Subgradient Algorithm for Heuristic Boolean Programming.	IJCAI	2001	DBLP BibTeX RDF
1	Fuchun Peng, Dale Schuurmans	Self-Supervised Chinese Word Segmentation.	IDA	2001	DBLP DOI BibTeX RDF
1	Dale Schuurmans, Relu Patrascu	Direct value-approximation for factored MDPs.	NIPS	2001	DBLP BibTeX RDF
1	Dale Schuurmans, Finnegan Southey	An Adaptive Regularization Criterion for Supervised Learning.	ICML	2000	DBLP BibTeX RDF
1	Dale Schuurmans, Finnegan Southey	Monte Carlo inference via greedy importance sampling.	UAI	2000	DBLP BibTeX RDF
1	Dale Schuurmans, Finnegan Southey	Local Search Characteristics of Incomplete SAT Procedures.	AAAI/IAAI	2000	DBLP BibTeX RDF
1	Dale Schuurmans, Lloyd Greenwald	Efficient exploration for optimizing immediate reward.	AAAI/IAAI	1999	DBLP BibTeX RDF
1	Dale Schuurmans	Greedy Importance Sampling.	NIPS	1999	DBLP BibTeX RDF
1	Adam J. Grove, Dale Schuurmans	Boosting in the Limit: Maximizing the Margin of Learned Ensembles.	AAAI/IAAI	1998	DBLP BibTeX RDF
1	Dale Schuurmans	Characterizing Rational Versus Exponential learning Curves.	J. Comput. Syst. Sci.	1997	DBLP DOI BibTeX RDF
1	Dale Schuurmans, Lyle H. Ungar, Dean P. Foster	Characterizing the generalization performance of model selection strategies.	ICML	1997	DBLP BibTeX RDF
1	Russell Greiner, Adam J. Grove, Dale Schuurmans	Learning Bayesian Nets that Perform Well.	UAI	1997	DBLP BibTeX RDF
1	Adam J. Grove, Nick Littlestone, Dale Schuurmans	General Convergence Results for Linear Discriminant Updates.	COLT	1997	DBLP DOI BibTeX RDF
1	Dale Schuurmans	A New Metric-Based Approach to Model Selection.	AAAI/IAAI	1997	DBLP BibTeX RDF
1	Dale Schuurmans, Russell Greiner	Practical PAC Learning.	IJCAI	1995	DBLP BibTeX RDF
1	Dale Schuurmans	Characterizing rational versus exponential learning curves.	EuroCOLT	1995	DBLP DOI BibTeX RDF

Publications of "Dale Schuurmans" ( http://dblp.L3S.de/Authors/Dale_Schuurmans )