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Dale Schuurmans

Papers on DiSC'03


Using self-supervised word segmentation in Chinese information retrieval

Publications


Note: Links lead to the DBLP on the Web.

Dale Schuurmans

34 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 : 237-251

33 Fletcher Lu , Dale Schuurmans: Model-Based Least-Squares Policy Evaluation. Canadian Conference on AI 2003 : 342-352

32 Fuchun Peng , Dale Schuurmans: Combining Naive Bayes and n-Gram Language Models for Text Classification. ECIR 2003 : 335-350

31 Relu Patrascu , Pascal Poupart , Dale Schuurmans, Craig Boutilier , Carlos Guestrin : Greedy Linear Value-Approximation for Factored Markov Decision Processes. AAAI/IAAI 2002 : 285-291

30 Pascal Poupart , Craig Boutilier , Relu Patrascu , Dale Schuurmans: Piecewise Linear Value Function Approximation for Factored MDPs. AAAI/IAAI 2002 : 292-299

29 Carlos Guestrin , Relu Patrascu , Dale Schuurmans: Algorithm-Directed Exploration for Model-Based Reinforcement Learning in Factored MDPs. ICML 2002 : 235-242

28 Fletcher Lu , Relu Patrascu , Dale Schuurmans: Investigating the Maximum Likelihood Alternative to TD(lambda). ICML 2002 : 403-410

27 Fuchun Peng , Xiangji Huang , Dale Schuurmans, Nick Cercone , Stephen E. Robertson : Using self-supervised word segmentation in Chinese information retrieval. SIGIR 2002 : 349-350

26 Yoshua Bengio , Dale Schuurmans: Guest Introduction: Special Issue on New Methods for Model Selection and Model Combination. Machine Learning 48 (1-3): 5-7 (2002)

25 Dale Schuurmans, Finnegan Southey : Metric-Based Methods for Adaptive Model Selection and Regularization. Machine Learning 48 (1-3): 51-84 (2002)

24 Fuchun Peng , Dale Schuurmans: Self-Supervised Chinese Word Segmentation. IDA 2001 : 238-247

23 Dale Schuurmans, Finnegan Southey , Robert C. Holte : The Exponentiated Subgradient Algorithm for Heuristic Boolean Programming. IJCAI 2001 : 334-341

22 Dale Schuurmans, Relu Patrascu : Direct value-approximation for factored MDPs. NIPS 2001 : 1579-1586

21 Fuchun Peng , Dale Schuurmans: A Simple Closed-Class/Open-Class Factorization for Improved Language Modeling. NLPRS 2001 : 145-152

20 Fuchun Peng , Dale Schuurmans: A Hierarchical EM Approach to Word Segmentation. NLPRS 2001 : 475-480

19 Dale Schuurmans, Finnegan Southey : Local search characteristics of incomplete SAT procedures. Artificial Intelligence 132 (2): 121-150 (2001)

18 Adam J. Grove , Nick Littlestone , Dale Schuurmans: General Convergence Results for Linear Discriminant Updates. Machine Learning 43 (3): 173-210 (2001)

17 Dale Schuurmans, Finnegan Southey : Local Search Characteristics of Incomplete SAT Procedures. AAAI/IAAI 2000 : 297-302

16 Dale Schuurmans, Finnegan Southey : An Adaptive Regularization Criterion for Supervised Learning. ICML 2000 : 847-854

15 Dale Schuurmans, Finnegan Southey : Monte Carlo inference via greedy importance sampling. UAI 2000 : 523-532

14 Dale Schuurmans, Lloyd Greenwald : Efficient exploration for optimizing immediate reward. AAAI/IAAI 1999 : 385-392

13 Dale Schuurmans: Greedy Importance Sampling. NIPS 1999 : 596-602

12 Adam J. Grove , Dale Schuurmans: Boosting in the Limit: Maximizing the Margin of Learned Ensembles. AAAI/IAAI 1998 : 692-699

11 Dale Schuurmans: A New Metric-Based Approach to Model Selection. AAAI/IAAI 1997 : 552-558

10 Adam J. Grove , Nick Littlestone , Dale Schuurmans: General Convergence Results for Linear Discriminant Updates. COLT 1997 : 171-183

9 Dale Schuurmans, Lyle H. Ungar , Dean P. Foster : Characterizing the generalization performance of model selection strategies. ICML 1997 : 340-348

8 Russell Greiner , Adam J. Grove , Dale Schuurmans: Learning Bayesian Nets that Perform Well. UAI 1997 : 198-207

7 Dale Schuurmans: Characterizing Rational Versus Exponential learning Curves. JCSS 55 (1): 140-160 (1997)

6 Dale Schuurmans, Russell Greiner : Sequential PAC Learning. COLT 1995 : 377-384

5 Dale Schuurmans: Characterizing rational versus exponential learning curves. EuroCOLT 1995 : 272-286

4 Dale Schuurmans, Russell Greiner : Practical PAC Learning. IJCAI 1995 : 1169-1177

3 Russell Greiner , Dale Schuurmans: Learning an Optimally Accurate Representation System. ECAI Workshop on Knowledge Representation and Reasoning 1992 : 145-159

2 Russell Greiner , Dale Schuurmans: Learning Useful Horn Approximations. KR 1992 : 383-392

1 Dale Schuurmans, Jonathan Schaeffer : Representational Difficulties with Classifier Systems. ICGA 1989 : 328-333




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