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@inproceedings{DBLP:conf/icml/AberdeenB02,
  author       = {Douglas Aberdeen and
                  Jonathan Baxter},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {Scalable Internal-State Policy-Gradient Methods for POMDPs},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {3--10},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Tue, 26 Nov 2002 10:58:27 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/AberdeenB02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AlphonseM02,
  author       = {{\'{E}}rick Alphonse and
                  Stan Matwin},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {Feature Subset Selection and Inductive Logic Programming},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {11--18},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Fri, 22 Nov 2002 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/AlphonseM02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BasuBM02,
  author       = {Sugato Basu and
                  Arindam Banerjee and
                  Raymond J. Mooney},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {Semi-supervised Clustering by Seeding},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {27--34},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Thu, 28 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/BasuBM02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BianchettiRS02,
  author       = {Jacques Ales Bianchetti and
                  C{\'{e}}line Rouveirol and
                  Mich{\`{e}}le Sebag},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {Constraint-based Learning of Long Relational Concepts},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {35--42},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Fri, 22 Nov 2002 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/BianchettiRS02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BockhorstC02,
  author       = {Joseph Bockhorst and
                  Mark Craven},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {Exploiting Relations Among Concepts to Acquire Weakly Labeled Training
                  Data},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {43--50},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Fri, 22 Nov 2002 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/BockhorstC02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Bonet02,
  author       = {Blai Bonet},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {An epsilon-Optimal Grid-Based Algorithm for Partially Observable Markov
                  Decision Processes},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {51--58},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Fri, 22 Nov 2002 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/Bonet02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BringmannKNPW02,
  author       = {Bj{\"{o}}rn Bringmann and
                  Stefan Kramer and
                  Friedrich Neubarth and
                  Hannes Pirker and
                  Gerhard Widmer},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {Transformation-Based Regression},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {59--66},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Fri, 02 Jan 2015 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/BringmannKNPW02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenWZ02,
  author       = {Zheng Chen and
                  Liu Wenyin and
                  Feng Zhang},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {A New Statistical Approach to Personal Name Extraction},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {67--74},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Mon, 18 Dec 2017 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/ChenWZ02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChisholmT02,
  author       = {Michael Chisholm and
                  Prasad Tadepalli},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {Learning Decision Rules by Randomized Iterative Local Search},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {75--82},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Fri, 22 Nov 2002 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/ChisholmT02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CrawfordKM02,
  author       = {Elisabeth Crawford and
                  Judy Kay and
                  Eric McCreath},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {{IEMS} - The Intelligent Email Sorter},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {83--90},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Fri, 22 Nov 2002 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/CrawfordKM02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DashC02,
  author       = {Denver Dash and
                  Gregory F. Cooper},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {Exact model averaging with naive Bayesian classifiers},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {91--98},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Fri, 22 Nov 2002 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/DashC02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DeCoste02,
  author       = {Dennis DeCoste},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {Anytime Interval-Valued Outputs for Kernel Machines: Fast Support
                  Vector Machine Classification via Distance Geometry},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {99--106},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Fri, 22 Nov 2002 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/DeCoste02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DietterichBMS02,
  author       = {Thomas G. Dietterich and
                  D{\'{\i}}dac Busquets and
                  Ram{\'{o}}n L{\'{o}}pez de M{\'{a}}ntaras and
                  Carles Sierra},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {Action Refinement in Reinforcement Learning by Probability Smoothing},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {107--114},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Fri, 11 May 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/DietterichBMS02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DriessensD02,
  author       = {Kurt Driessens and
                  Saso Dzeroski},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {Integrating Experimentation and Guidance in Relational Reinforcement
                  Learning},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {115--122},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Fri, 22 Nov 2002 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/DriessensD02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DzeroskiZ02,
  author       = {Saso Dzeroski and
                  Bernard Zenko},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {Is Combining Classifiers Better than Selecting the Best One},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {123--130},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Fri, 22 Nov 2002 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/DzeroskiZ02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ElomaaR02,
  author       = {Tapio Elomaa and
                  Juho Rousu},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {Fast Minimum Training Error Discretization},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {131--138},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Fri, 22 Nov 2002 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/ElomaaR02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FerriFH02,
  author       = {C{\'{e}}sar Ferri and
                  Peter A. Flach and
                  Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {Learning Decision Trees Using the Area Under the {ROC} Curve},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {139--146},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Fri, 22 Nov 2002 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/FerriFH02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FitzgibbonDA02,
  author       = {Leigh J. Fitzgibbon and
                  David L. Dowe and
                  Lloyd Allison},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {Univariate Polynomial Inference by Monte Carlo Message Length Approximation},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {147--154},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Fri, 22 Nov 2002 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/FitzgibbonDA02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Gama02,
  author       = {Jo{\~{a}}o Gama},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {An Analysis of Functional Trees},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {155--162},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Mon, 30 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/Gama02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GambergerL02,
  author       = {Dragan Gamberger and
                  Nada Lavrac},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {Descriptive Induction through Subgroup Discovery: {A} Case Study in
                  a Medical Domain},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {163--170},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Fri, 22 Nov 2002 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/GambergerL02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GargHR02,
  author       = {Ashutosh Garg and
                  Sariel Har{-}Peled and
                  Dan Roth},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {On generalization bounds, projection profile, and margin distribution},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {171--178},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Fri, 22 Nov 2002 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/GargHR02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GartnerFKS02,
  author       = {Thomas G{\"{a}}rtner and
                  Peter A. Flach and
                  Adam Kowalczyk and
                  Alexander J. Smola},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {Multi-Instance Kernels},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {179--186},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Thu, 05 Dec 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/GartnerFKS02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Ghani02,
  author       = {Rayid Ghani},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {Combining Labeled and Unlabeled Data for MultiClass Text Categorization},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {187--194},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Fri, 22 Nov 2002 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/Ghani02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GhavamzadehM02,
  author       = {Mohammad Ghavamzadeh and
                  Sridhar Mahadevan},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {Hierarchically Optimal Average Reward Reinforcement Learning},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {195--202},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Fri, 22 Nov 2002 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/GhavamzadehM02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GlobersonT02,
  author       = {Amir Globerson and
                  Naftali Tishby},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {Sufficient Dimensionality Reduction - {A} novel Analysis Method},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {203--210},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Fri, 22 Nov 2002 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/GlobersonT02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GoebelRB02,
  author       = {Michael Goebel and
                  Patricia J. Riddle and
                  Mike Barley},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {A Unified Decomposition of Ensemble Loss for Predicting Ensemble Performance},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {211--218},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Fri, 22 Nov 2002 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/GoebelRB02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GonzalezHC02,
  author       = {Jesus A. Gonzalez and
                  Lawrence B. Holder and
                  Diane J. Cook},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {Graph-Based Relational Concept Learning},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {219--226},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Fri, 22 Nov 2002 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/GonzalezHC02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GuestrinLP02,
  author       = {Carlos Guestrin and
                  Michail G. Lagoudakis and
                  Ronald Parr},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {Coordinated Reinforcement Learning},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {227--234},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Fri, 22 Nov 2002 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/GuestrinLP02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GuestrinPS02,
  author       = {Carlos Guestrin and
                  Relu Patrascu and
                  Dale Schuurmans},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {Algorithm-Directed Exploration for Model-Based Reinforcement Learning
                  in Factored MDPs},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {235--242},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Fri, 22 Nov 2002 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/GuestrinPS02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Hengst02,
  author       = {Bernhard Hengst},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {Discovering Hierarchy in Reinforcement Learning with {HEXQ}},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {243--250},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Fri, 22 Nov 2002 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/Hengst02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Ho02,
  author       = {Colin K. M. Ho},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {Classification Value Grouping},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {251--258},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Fri, 22 Nov 2002 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/Ho02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JensenN02,
  author       = {David D. Jensen and
                  Jennifer Neville},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {Linkage and Autocorrelation Cause Feature Selection Bias in Relational
                  Learning},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {259--266},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Thu, 11 Aug 2016 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/JensenN02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KakadeL02,
  author       = {Sham M. Kakade and
                  John Langford},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {Approximately Optimal Approximate Reinforcement Learning},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {267--274},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Tue, 23 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/KakadeL02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KakadeTR02,
  author       = {Sham M. Kakade and
                  Yee Whye Teh and
                  Sam T. Roweis},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {An Alternate Objective Function for Markovian Fields},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {275--282},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Tue, 23 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/KakadeTR02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KamvarKM02,
  author       = {Sepandar D. Kamvar and
                  Dan Klein and
                  Christopher D. Manning},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {Interpreting and Extending Classical Agglomerative Clustering Algorithms
                  using a Model-Based approach},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {283--290},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Fri, 22 Nov 2002 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/KamvarKM02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KashimaK02,
  author       = {Hisashi Kashima and
                  Teruo Koyanagi},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {Kernels for Semi-Structured Data},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {291--298},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Fri, 22 Nov 2002 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/KashimaK02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KeerthiDSP02,
  author       = {S. Sathiya Keerthi and
                  Kaibo Duan and
                  Shirish K. Shevade and
                  Aun Neow Poo},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {A Fast Dual Algorithm for Kernel Logistic Regression},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {299--306},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Wed, 16 Aug 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/KeerthiDSP02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KleinKM02,
  author       = {Dan Klein and
                  Sepandar D. Kamvar and
                  Christopher D. Manning},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {From Instance-level Constraints to Space-Level Constraints: Making
                  the Most of Prior Knowledge in Data Clustering},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {307--314},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Fri, 22 Nov 2002 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/KleinKM02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KondorL02,
  author       = {Risi Kondor and
                  John D. Lafferty},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {Diffusion Kernels on Graphs and Other Discrete Input Spaces},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {315--322},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Tue, 19 Feb 2013 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/KondorL02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LanckrietCBGJ02,
  author       = {Gert R. G. Lanckriet and
                  Nello Cristianini and
                  Peter L. Bartlett and
                  Laurent El Ghaoui and
                  Michael I. Jordan},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {Learning the Kernel Matrix with Semi-Definite Programming},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {323--330},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Fri, 27 Feb 2004 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/LanckrietCBGJ02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Langford02,
  author       = {John Langford},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {Combining Trainig Set and Test Set Bounds},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {331--338},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Sat, 06 Jan 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/Langford02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LangfordZK02,
  author       = {John Langford and
                  Martin Zinkevich and
                  Sham M. Kakade},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {Competitive Analysis of the Explore/Exploit Tradeoff},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {339--346},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Tue, 23 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/LangfordZK02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LangleySTD02,
  author       = {Pat Langley and
                  Javier Nicol{\'{a}}s S{\'{a}}nchez and
                  Ljupco Todorovski and
                  Saso Dzeroski},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {Inducing Process Models from Continuous Data},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {347--354},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Mon, 25 Aug 2003 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/LangleySTD02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LaudD02,
  author       = {Adam Laud and
                  Gerald DeJong},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {Reinforcement Learning and Shaping: Encouraging Intended Behaviors},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {355--362},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Fri, 22 Nov 2002 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/LaudD02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LebanonL02,
  author       = {Guy Lebanon and
                  John D. Lafferty},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {Cranking: Combining Rankings Using Conditional Probability Models
                  on Permutations},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {363--370},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Fri, 22 Nov 2002 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/LebanonL02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LeckieR02,
  author       = {Christopher Leckie and
                  Kotagiri Ramamohanarao},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {Learning to Share Distributed Probabilistic Beliefs},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {371--378},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Fri, 22 Nov 2002 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/LeckieR02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiZHSK02,
  author       = {Yaoyong Li and
                  Hugo Zaragoza and
                  Ralf Herbrich and
                  John Shawe{-}Taylor and
                  Jaz S. Kandola},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {The Perceptron Algorithm with Uneven Margins},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {379--386},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Fri, 22 Nov 2002 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/LiZHSK02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuLYL02,
  author       = {Bing Liu and
                  Wee Sun Lee and
                  Philip S. Yu and
                  Xiaoli Li},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {Partially Supervised Classification of Text Documents},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {387--394},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Fri, 01 Jul 2016 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/LiuLYL02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuMY02,
  author       = {Huan Liu and
                  Hiroshi Motoda and
                  Lei Yu},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {Feature Selection with Selective Sampling},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {395--402},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Sat, 10 Feb 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/LiuMY02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LuPS02,
  author       = {Fletcher Lu and
                  Relu Patrascu and
                  Dale Schuurmans},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {Investigating the Maximum Likelihood Alternative to TD(lambda)},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {403--410},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Fri, 22 Nov 2002 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/LuPS02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MerkeS02,
  author       = {Artur Merke and
                  Ralf Schoknecht},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {A Necessary Condition of Convergence for Reinforcement Learning with
                  Function Approximation},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {411--418},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Fri, 22 Nov 2002 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/MerkeS02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MeyerB02,
  author       = {Carsten Meyer and
                  Peter Beyerlein},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {Towards "Large Margin" Speech Recognizers by Boosting and Discriminative
                  Training},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {419--426},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Fri, 22 Nov 2002 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/MeyerB02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Mladenic02,
  author       = {Dunja Mladenic},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {Learning word normalization using word suffix and context from unlabeled
                  data},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {427--434},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Fri, 22 Nov 2002 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/Mladenic02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MusleaMK02,
  author       = {Ion Muslea and
                  Steven Minton and
                  Craig A. Knoblock},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {Active + Semi-supervised Learning = Robust Multi-View Learning},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {435--442},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Fri, 22 Nov 2002 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/MusleaMK02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MusleaMK02a,
  author       = {Ion Muslea and
                  Steven Minton and
                  Craig A. Knoblock},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {Adaptive View Validation: {A} First Step Towards Automatic View Detection},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {443--450},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Fri, 22 Nov 2002 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/MusleaMK02a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/OLZ02,
  author       = {Jangmin O and
                  Jae Won Lee and
                  Byoung{-}Tak Zhang},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {Stock Trading System Using Reinforcement Learning with Cooperative
                  Agents},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {451--458},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Fri, 22 Nov 2002 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/OLZ02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/OatesDB02,
  author       = {Tim Oates and
                  Devina Desai and
                  Vinay Bhat},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {Learning k-Reversible Context-Free Grammars from Positive Structural
                  Examples},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {459--465},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Sun, 16 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/OatesDB02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/OliverG02,
  author       = {Nuria Oliver and
                  Ashutosh Garg},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {{MMIHMM:} Maximum Mutual Information Hidden Markov Models},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {466--473},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Fri, 22 Nov 2002 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/OliverG02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PanangadanD02,
  author       = {Anand Panangadan and
                  Michael G. Dyer},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {Learning Spatial and Temporal Correlation for Navigation in a 2-Dimensional
                  Continuous World},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {474--481},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Fri, 22 Nov 2002 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/PanangadanD02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ParkZ02,
  author       = {Seong{-}Bae Park and
                  Byoung{-}Tak Zhang},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {A Boosted Maximum Entropy Model for Learning Text Chunking},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {482--489},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Fri, 22 Nov 2002 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/ParkZ02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PerkinsP02,
  author       = {Theodore J. Perkins and
                  Mark D. Pendrith},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {On the Existence of Fixed Points for Q-Learning and Sarsa in Partially
                  Observable Domains},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {490--497},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Fri, 22 Nov 2002 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/PerkinsP02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PeshkinS02,
  author       = {Leonid Peshkin and
                  Christian R. Shelton},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {Learning from Scarce Experience},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {498--505},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Fri, 22 Nov 2002 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/PeshkinS02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PickettB02,
  author       = {Marc Pickett and
                  Andrew G. Barto},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {PolicyBlocks: An Algorithm for Creating Useful Macro-Actions in Reinforcement
                  Learning},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {506--513},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Fri, 22 Nov 2002 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/PickettB02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RaskuttiFK02,
  author       = {Bhavani Raskutti and
                  Herman L. Ferr{\'{a}} and
                  Adam Kowalczyk},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {Using Unlabelled Data for Text Classification through Addition of
                  Cluster Parameters},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {514--521},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Fri, 22 Nov 2002 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/RaskuttiFK02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Ryan02,
  author       = {Malcolm R. K. Ryan},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {Using Abstract Models of Behaviours to Automatically Generate Reinforcement
                  Learning Hierarchies},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {522--529},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Fri, 22 Nov 2002 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/Ryan02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SaundersTS02,
  author       = {Craig Saunders and
                  Hauke Tschach and
                  John Shawe{-}Taylor},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {Syllables and other String Kernel Extensions},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {530--537},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Fri, 22 Nov 2002 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/SaundersTS02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SchapireRRG02,
  author       = {Robert E. Schapire and
                  Marie Rochery and
                  Mazin G. Rahim and
                  Narendra K. Gupta},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {Incorporating Prior Knowledge into Boosting},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {538--545},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Tue, 22 Mar 2011 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/SchapireRRG02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SchapireSMLC02,
  author       = {Robert E. Schapire and
                  Peter Stone and
                  David A. McAllester and
                  Michael L. Littman and
                  J{\'{a}}nos A. Csirik},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {Modeling Auction Price Uncertainty Using Boosting-based Conditional
                  Density Estimation},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {546--553},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Tue, 16 Mar 2004 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/SchapireSMLC02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Seewald02,
  author       = {Alexander K. Seewald},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {How to Make Stacking Better and Faster While Also Taking Care of an
                  Unknown Weakness},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {554--561},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Fri, 22 Nov 2002 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/Seewald02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SeriT02,
  author       = {Sandeep Seri and
                  Prasad Tadepalli},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {Model-based Hierarchical Average-reward Reinforcement Learning},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {562--569},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Fri, 22 Nov 2002 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/SeriT02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShapiroL02,
  author       = {Daniel G. Shapiro and
                  Pat Langley},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {Separating Skills from Preference: Using Learning to Program by Reward},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {570--577},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Fri, 22 Nov 2002 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/ShapiroL02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SlonimBFT02,
  author       = {Noam Slonim and
                  Gill Bejerano and
                  Shai Fine and
                  Naftali Tishby},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {Discriminative Feature Selection via Multiclass Variable Memory Markov
                  Model},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {578--585},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Fri, 22 Nov 2002 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/SlonimBFT02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Stirling02,
  author       = {David Stirling},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {Learning to Fly by Controlling Dynamic Instabilities},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {586--593},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Fri, 22 Nov 2002 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/Stirling02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/StracuzziU02,
  author       = {David J. Stracuzzi and
                  Paul E. Utgoff},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {Randomized Variable Elimination},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {594--601},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Fri, 22 Nov 2002 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/StracuzziU02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/StrensBE02,
  author       = {Malcolm J. A. Strens and
                  Mark Bernhardt and
                  Nicholas Everett},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {Markov Chain Monte Carlo Sampling using Direct Search Optimization},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {602--609},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Fri, 22 Nov 2002 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/StrensBE02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SucB02,
  author       = {Dorian Suc and
                  Ivan Bratko},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {Qualitative reverse engineering},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {610--617},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Fri, 22 Nov 2002 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/SucB02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TakechiS02,
  author       = {Fumio Takechi and
                  Einoshin Suzuki},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {Finding an Optimal Gain-Ratio Subset-Split Test for a Set-Valued Attribute
                  in Decision Tree Induction},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {618--625},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Fri, 22 Nov 2002 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/TakechiS02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TeowLNY02,
  author       = {Loo{-}Nin Teow and
                  Haifeng Liu and
                  Hwee Tou Ng and
                  Eric Yap},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {Refining the Wrapper Approach - Smoothed Error Estimates for Feature
                  Selection},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {626--633},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Fri, 22 Nov 2002 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/TeowLNY02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ThamDR02,
  author       = {Shien{-}Shin Tham and
                  Arnaud Doucet and
                  Kotagiri Ramamohanarao},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {Sparse Bayesian Learning for Regression and Classification using Markov
                  Chain Monte Carlo},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {634--641},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Fri, 22 Nov 2002 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/ThamDR02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Ting02,
  author       = {Kai Ming Ting},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {Issues in Classifier Evaluation using Optimal Cost Curves},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {642--649},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Fri, 22 Nov 2002 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/Ting02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangW02,
  author       = {Yong Wang and
                  Ian H. Witten},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {Modeling for Optimal Probability Prediction},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {650--657},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Fri, 22 Nov 2002 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/WangW02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WuZZ02,
  author       = {Xindong Wu and
                  Chengqi Zhang and
                  Shichao Zhang},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {Mining Both Positive and Negative Association Rules},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {658--665},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Thu, 04 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/WuZZ02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YangW02,
  author       = {Ying Yang and
                  Geoffrey I. Webb},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {Non-Disjoint Discretization for Naive-Bayes Classifiers},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {666--673},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Fri, 08 Sep 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/YangW02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Zhang02,
  author       = {Tong Zhang},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {Statistical Behavior and Consistency of Support Vector Machines, Boosting,
                  and Beyond},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {690--700},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Thu, 18 Apr 2013 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/Zhang02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhangGYF02,
  author       = {Qi Zhang and
                  Sally A. Goldman and
                  Wei Yu and
                  Jason E. Fritts},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {Content-Based Image Retrieval Using Multiple-Instance Learning},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {682--689},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Wed, 13 Apr 2016 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/ZhangGYF02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhangL02,
  author       = {Huajie Zhang and
                  Charles X. Ling},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {Representational Upper Bounds of Bayesian Networks},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {674--681},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Fri, 22 Nov 2002 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/ZhangL02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZubekD02,
  author       = {Valentina Bayer Zubek and
                  Thomas G. Dietterich},
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {Pruning Improves Heuristic Search for Cost-Sensitive Learning},
  booktitle    = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  pages        = {19--26},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Fri, 22 Nov 2002 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/ZubekD02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icml/2002,
  editor       = {Claude Sammut and
                  Achim G. Hoffmann},
  title        = {Machine Learning, Proceedings of the Nineteenth International Conference
                  {(ICML} 2002), University of New South Wales, Sydney, Australia, July
                  8-12, 2002},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  isbn         = {1-55860-873-7},
  timestamp    = {Tue, 26 Nov 2002 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/2002.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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