20. ICML 2003:
Washington, DC, USA Tom Fawcett , Nina Mishra (Eds.):
Machine Learning, Proceedings of the Twentieth International Conference (ICML 2003), August 21-24, 2003, Washington, DC, USA.
AAAI Press 2003, ISBN 1-57735-189-4
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conf/icml/Bar-HillelHSW03 export record as
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Jinbo Bi :
Multi-Objective Programming in SVMs.
35-42
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Remco R. Bouckaert :
Choosing Between Two Learning Algorithms Based on Calibrated Tests.
51-58
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Klaus Brinker :
Incorporating Diversity in Active Learning with Support Vector Machines.
59-66
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Vincent Conitzer ,
Tuomas Sandholm :
AWESOME: A General Multiagent Learning Algorithm that Converges in Self-Play and Learns a Best Response Against Stationary Opponents.
83-90
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Michael O. Duff :
Diffusion Approximation for Bayesian Markov Chains.
139-146
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Charles Elkan :
Using the Triangle Inequality to Accelerate k-Means.
147-153
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Peter A. Flach :
The Geometry of ROC Space: Understanding Machine Learning Metrics through ROC Isometrics.
194-201
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Thore Graepel :
Solving Noisy Linear Operator Equations by Gaussian Processes: Application to Ordinary and Partial Differential Equations.
234-241
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Edward F. Harrington :
Online Ranking/Collaborative Filtering Using the Perceptron Algorithm.
250-257
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Manfred Jaeger :
Probabilistic Classifiers and the Concepts They Recognize.
266-273
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conf/icml/KrishnapuramCJ03 export record as
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Adam Laud ,
Gerald DeJong :
The Influence of Reward on the Speed of Reinforcement Learning: An Analysis of Shaping.
440-447
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Wee Sun Lee ,
Bing Liu :
Learning with Positive and Unlabeled Examples Using Weighted Logistic Regression.
448-455
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Fan Li ,
Yiming Yang :
A Loss Function Analysis for Classification Methods in Text Categorization.
472-479
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Hiroshi Mamitsuka :
Hierarchical Latent Knowledge Analysis for Co-occurrence Data.
504-511
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Amy McGovern ,
David Jensen :
Identifying Predictive Structures in Relational Data Using Multiple Instance Learning.
528-535
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Chris Mesterharm :
Using Linear-threshold Algorithms to Combine Multi-class Sub-experts.
544-551
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Andrew W. Moore ,
Weng-Keen Wong :
Optimal Reinsertion: A New Search Operator for Accelerated and More Accurate Bayesian Network Structure Learning.
552-559
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Rémi Munos :
Error Bounds for Approximate Policy Iteration.
560-567
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conf/icml/SalakhutdinovR03 export record as
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conf/icml/SalakhutdinovRG03 export record as
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Luo Si ,
Rong Jin :
Flexible Mixture Model for Collaborative Filtering.
704-711
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conf/icml/VishwanathanSM03 export record as
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Gang Wu ,
Edward Y. Chang :
Adaptive Feature-Space Conformal Transformation for Imbalanced-Data Learning.
816-823
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Lei Yu ,
Huan Liu :
Feature Selection for High-Dimensional Data: A Fast Correlation-Based Filter Solution.
856-863
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Zhihua Zhang :
Learning Metrics via Discriminant Kernels and Multidimensional Scaling: Toward Expected Euclidean Representation.
872-879
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Martin Zinkevich :
Online Convex Programming and Generalized Infinitesimal Gradient Ascent.
928-936
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