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@article{DBLP:journals/jmlr/Anthony04,
author = {Martin Anthony},
title = {Generalization Error Bounds for Threshold Decision Lists},
journal = {J. Mach. Learn. Res.},
volume = {5},
pages = {189--217},
year = {2004},
url = {https://jmlr.org/papers/volume5/anthony04a/anthony04a.pdf},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Anthony04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BaramEL04,
author = {Yoram Baram and
Ran El{-}Yaniv and
Kobi Luz},
title = {Online Choice of Active Learning Algorithms},
journal = {J. Mach. Learn. Res.},
volume = {5},
pages = {255--291},
year = {2004},
url = {https://jmlr.org/papers/volume5/baram04a/baram04a.pdf},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BaramEL04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BasakSTS04,
author = {Jayanta Basak and
Anant Sudarshan and
Deepak Trivedi and
M. S. Santhanam},
title = {Weather Data Mining Using Independent Component Analysis},
journal = {J. Mach. Learn. Res.},
volume = {5},
pages = {239--253},
year = {2004},
url = {https://jmlr.org/papers/volume5/basak04a/basak04a.pdf},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BasakSTS04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BengioG04,
author = {Yoshua Bengio and
Yves Grandvalet},
title = {No Unbiased Estimator of the Variance of K-Fold Cross-Validation},
journal = {J. Mach. Learn. Res.},
volume = {5},
pages = {1089--1105},
year = {2004},
url = {https://jmlr.org/papers/volume5/grandvalet04a/grandvalet04a.pdf},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BengioG04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Bhattacharyya04,
author = {Chiranjib Bhattacharyya},
title = {Second Order Cone Programming Formulations for Feature Selection},
journal = {J. Mach. Learn. Res.},
volume = {5},
pages = {1417--1433},
year = {2004},
url = {https://jmlr.org/papers/volume5/bhattacharyya04a/bhattacharyya04a.pdf},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Bhattacharyya04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BlumJSZ04,
author = {Avrim Blum and
Jeffrey C. Jackson and
Tuomas Sandholm and
Martin Zinkevich},
title = {Preference Elicitation and Query Learning},
journal = {J. Mach. Learn. Res.},
volume = {5},
pages = {649--667},
year = {2004},
url = {https://jmlr.org/papers/volume5/blum04a/blum04a.pdf},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BlumJSZ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ChawlaHBK04,
author = {Nitesh V. Chawla and
Lawrence O. Hall and
Kevin W. Bowyer and
W. Philip Kegelmeyer},
title = {Learning Ensembles from Bites: {A} Scalable and Accurate Approach},
journal = {J. Mach. Learn. Res.},
volume = {5},
pages = {421--451},
year = {2004},
url = {https://jmlr.org/papers/volume5/chawla04a/chawla04a.pdf},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ChawlaHBK04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ChenW04,
author = {Yixin Chen and
James Ze Wang},
title = {Image Categorization by Learning and Reasoning with Regions},
journal = {J. Mach. Learn. Res.},
volume = {5},
pages = {913--939},
year = {2004},
url = {https://jmlr.org/papers/volume5/chen04a/chen04a.pdf},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ChenW04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ChenWYZ04,
author = {Di{-}Rong Chen and
Qiang Wu and
Yiming Ying and
Ding{-}Xuan Zhou},
title = {Support Vector Machine Soft Margin Classifiers: Error Analysis},
journal = {J. Mach. Learn. Res.},
volume = {5},
pages = {1143--1175},
year = {2004},
url = {https://jmlr.org/papers/volume5/chen04b/chen04b.pdf},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ChenWYZ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ChickeringHM04,
author = {David Maxwell Chickering and
David Heckerman and
Christopher Meek},
title = {Large-Sample Learning of Bayesian Networks is NP-Hard},
journal = {J. Mach. Learn. Res.},
volume = {5},
pages = {1287--1330},
year = {2004},
url = {https://jmlr.org/papers/volume5/chickering04a/chickering04a.pdf},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ChickeringHM04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ChristmannS04,
author = {Andreas Christmann and
Ingo Steinwart},
title = {On Robustness Properties of Convex Risk Minimization Methods for Pattern
Recognition},
journal = {J. Mach. Learn. Res.},
volume = {5},
pages = {1007--1034},
year = {2004},
url = {https://jmlr.org/papers/volume5/christmann04a/christmann04a.pdf},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ChristmannS04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ClarkT04,
author = {Alexander Clark and
Franck Thollard},
title = {PAC-learnability of Probabilistic Deterministic Finite State Automata},
journal = {J. Mach. Learn. Res.},
volume = {5},
pages = {473--497},
year = {2004},
url = {https://jmlr.org/papers/volume5/clark04a/clark04a.pdf},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ClarkT04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/CortesHM04,
author = {Corinna Cortes and
Patrick Haffner and
Mehryar Mohri},
title = {Rational Kernels: Theory and Algorithms},
journal = {J. Mach. Learn. Res.},
volume = {5},
pages = {1035--1062},
year = {2004},
url = {https://jmlr.org/papers/volume5/cortes04a/cortes04a.pdf},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/CortesHM04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/DashC04,
author = {Denver Dash and
Gregory F. Cooper},
title = {Model Averaging for Prediction with Discrete Bayesian Networks},
journal = {J. Mach. Learn. Res.},
volume = {5},
pages = {1177--1203},
year = {2004},
url = {https://jmlr.org/papers/volume5/dash04a/dash04a.pdf},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/DashC04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/DyB04,
author = {Jennifer G. Dy and
Carla E. Brodley},
title = {Feature Selection for Unsupervised Learning},
journal = {J. Mach. Learn. Res.},
volume = {5},
pages = {845--889},
year = {2004},
url = {https://jmlr.org/papers/volume5/dy04a/dy04a.pdf},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/DyB04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Fleuret04,
author = {Fran{\c{c}}ois Fleuret},
title = {Fast Binary Feature Selection with Conditional Mutual Information},
journal = {J. Mach. Learn. Res.},
volume = {5},
pages = {1531--1555},
year = {2004},
url = {https://jmlr.org/papers/volume5/fleuret04a/fleuret04a.pdf},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Fleuret04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/FukumizuBJ03,
author = {Kenji Fukumizu and
Francis R. Bach and
Michael I. Jordan},
title = {Dimensionality Reduction for Supervised Learning with Reproducing
Kernel Hilbert Spaces},
journal = {J. Mach. Learn. Res.},
volume = {5},
pages = {73--99},
year = {2004},
url = {https://jmlr.org/papers/v5/fukumizu04a.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/FukumizuBJ03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/GinterBJS04,
author = {Filip Ginter and
Jorma Boberg and
Jouni J{\"{a}}rvinen and
Tapio Salakoski},
title = {New Techniques for Disambiguation in Natural Language and Their Application
to Biological Text},
journal = {J. Mach. Learn. Res.},
volume = {5},
pages = {605--621},
year = {2004},
url = {https://jmlr.org/papers/volume5/ginter04a/ginter04a.pdf},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/GinterBJS04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/GreensmithBB04,
author = {Evan Greensmith and
Peter L. Bartlett and
Jonathan Baxter},
title = {Variance Reduction Techniques for Gradient Estimates in Reinforcement
Learning},
journal = {J. Mach. Learn. Res.},
volume = {5},
pages = {1471--1530},
year = {2004},
url = {https://jmlr.org/papers/volume5/greensmith04a/greensmith04a.pdf},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/GreensmithBB04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HastieRTZ04,
author = {Trevor Hastie and
Saharon Rosset and
Robert Tibshirani and
Ji Zhu},
title = {The Entire Regularization Path for the Support Vector Machine},
journal = {J. Mach. Learn. Res.},
volume = {5},
pages = {1391--1415},
year = {2004},
url = {https://jmlr.org/papers/volume5/hastie04a/hastie04a.pdf},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HastieRTZ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HiguchiE04,
author = {Isao Higuchi and
Shinto Eguchi},
title = {Robust Principal Component Analysis with Adaptive Selection for Tuning
Parameters},
journal = {J. Mach. Learn. Res.},
volume = {5},
pages = {453--471},
year = {2004},
url = {https://jmlr.org/papers/volume5/higuchi04a/higuchi04a.pdf},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HiguchiE04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Hoyer04,
author = {Patrik O. Hoyer},
title = {Non-negative Matrix Factorization with Sparseness Constraints},
journal = {J. Mach. Learn. Res.},
volume = {5},
pages = {1457--1469},
year = {2004},
url = {https://jmlr.org/papers/volume5/hoyer04a/hoyer04a.pdf},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Hoyer04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HuangYKLC04,
author = {Kaizhu Huang and
Haiqin Yang and
Irwin King and
Michael R. Lyu and
Laiwan Chan},
title = {The Minimum Error Minimax Probability Machine},
journal = {J. Mach. Learn. Res.},
volume = {5},
pages = {1253--1286},
year = {2004},
url = {https://jmlr.org/papers/volume5/huang04a/huang04a.pdf},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HuangYKLC04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/JebaraKH04,
author = {Tony Jebara and
Risi Kondor and
Andrew G. Howard},
title = {Probability Product Kernels},
journal = {J. Mach. Learn. Res.},
volume = {5},
pages = {819--844},
year = {2004},
url = {https://jmlr.org/papers/volume5/jebara04a/jebara04a.pdf},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/JebaraKH04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/KaariainenME04,
author = {Matti K{\"{a}}{\"{a}}ri{\"{a}}inen and
Tuomo Malinen and
Tapio Elomaa},
title = {Selective Rademacher Penalization and Reduced Error Pruning of Decision
Trees},
journal = {J. Mach. Learn. Res.},
volume = {5},
pages = {1107--1126},
year = {2004},
url = {https://jmlr.org/papers/volume5/kaariainen04a/kaariainen04a.pdf},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/KaariainenME04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/KauchakSE04,
author = {David Kauchak and
Joseph Smarr and
Charles Elkan},
title = {Sources of Success for Boosted Wrapper Induction},
journal = {J. Mach. Learn. Res.},
volume = {5},
pages = {499--527},
year = {2004},
url = {https://jmlr.org/papers/volume5/kauchak04a/kauchak04a.pdf},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/KauchakSE04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/KoivistoS04,
author = {Mikko Koivisto and
Kismat Sood},
title = {Exact Bayesian Structure Discovery in Bayesian Networks},
journal = {J. Mach. Learn. Res.},
volume = {5},
pages = {549--573},
year = {2004},
url = {https://jmlr.org/papers/volume5/koivisto04a/koivisto04a.pdf},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/KoivistoS04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LanckrietCBGJ03,
author = {Gert R. G. Lanckriet and
Nello Cristianini and
Peter L. Bartlett and
Laurent El Ghaoui and
Michael I. Jordan},
title = {Learning the Kernel Matrix with Semidefinite Programming},
journal = {J. Mach. Learn. Res.},
volume = {5},
pages = {27--72},
year = {2004},
url = {https://jmlr.org/papers/v5/lanckriet04a.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LanckrietCBGJ03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LangfordM04,
author = {John Langford and
David A. McAllester},
title = {Computable Shell Decomposition Bounds},
journal = {J. Mach. Learn. Res.},
volume = {5},
pages = {529--547},
year = {2004},
url = {https://jmlr.org/papers/volume5/langford04a/langford04a.pdf},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LangfordM04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LaubM04,
author = {Julian Laub and
Klaus{-}Robert M{\"{u}}ller},
title = {Feature Discovery in Non-Metric Pairwise Data},
journal = {J. Mach. Learn. Res.},
volume = {5},
pages = {801--818},
year = {2004},
url = {https://jmlr.org/papers/volume5/laub04a/laub04a.pdf},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LaubM04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LavracKFT04,
author = {Nada Lavrac and
Branko Kavsek and
Peter A. Flach and
Ljupco Todorovski},
title = {Subgroup Discovery with {CN2-SD}},
journal = {J. Mach. Learn. Res.},
volume = {5},
pages = {153--188},
year = {2004},
url = {https://jmlr.org/papers/volume5/lavrac04a/lavrac04a.pdf},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LavracKFT04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LeeC04,
author = {Herbert K. H. Lee and
Merlise A. Clyde},
title = {Lossless Online Bayesian Bagging},
journal = {J. Mach. Learn. Res.},
volume = {5},
pages = {143--151},
year = {2004},
url = {https://jmlr.org/papers/volume5/lee04a/lee04a.pdf},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LeeC04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LeslieK04,
author = {Christina S. Leslie and
Rui Kuang},
title = {Fast String Kernels using Inexact Matching for Protein Sequences},
journal = {J. Mach. Learn. Res.},
volume = {5},
pages = {1435--1455},
year = {2004},
url = {https://jmlr.org/papers/volume5/leslie04a/leslie04a.pdf},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LeslieK04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LewisYRL04,
author = {David D. Lewis and
Yiming Yang and
Tony G. Rose and
Fan Li},
title = {{RCV1:} {A} New Benchmark Collection for Text Categorization Research},
journal = {J. Mach. Learn. Res.},
volume = {5},
pages = {361--397},
year = {2004},
url = {https://jmlr.org/papers/volume5/lewis04a/lewis04a.pdf},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LewisYRL04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LuxburgB04,
author = {Ulrike von Luxburg and
Olivier Bousquet},
title = {Distance-Based Classification with Lipschitz Functions},
journal = {J. Mach. Learn. Res.},
volume = {5},
pages = {669--695},
year = {2004},
url = {https://jmlr.org/papers/volume5/luxburg04b/luxburg04b.pdf},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LuxburgB04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LuxburgBS04,
author = {Ulrike von Luxburg and
Olivier Bousquet and
Bernhard Sch{\"{o}}lkopf},
title = {A Compression Approach to Support Vector Model Selection},
journal = {J. Mach. Learn. Res.},
volume = {5},
pages = {293--323},
year = {2004},
url = {https://jmlr.org/papers/volume5/luxburg04a/luxburg04a.pdf},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LuxburgBS04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MangasarianSW04,
author = {Olvi L. Mangasarian and
Jude W. Shavlik and
Edward W. Wild},
title = {Knowledge-Based Kernel Approximation},
journal = {J. Mach. Learn. Res.},
volume = {5},
pages = {1127--1141},
year = {2004},
url = {https://jmlr.org/papers/volume5/mangasarian04a/mangasarian04a.pdf},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/MangasarianSW04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MannorS04,
author = {Shie Mannor and
Nahum Shimkin},
title = {A Geometric Approach to Multi-Criterion Reinforcement Learning},
journal = {J. Mach. Learn. Res.},
volume = {5},
pages = {325--360},
year = {2004},
url = {https://jmlr.org/papers/volume5/mannor04a/mannor04a.pdf},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/MannorS04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MannorT04,
author = {Shie Mannor and
John N. Tsitsiklis},
title = {The Sample Complexity of Exploration in the Multi-Armed Bandit Problem},
journal = {J. Mach. Learn. Res.},
volume = {5},
pages = {623--648},
year = {2004},
url = {https://jmlr.org/papers/volume5/mannor04b/mannor04b.pdf},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/MannorT04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MendelsonP04,
author = {Shahar Mendelson and
Petra Philips},
title = {On the Importance of Small Coordinate Projections},
journal = {J. Mach. Learn. Res.},
volume = {5},
pages = {219--238},
year = {2004},
url = {https://jmlr.org/papers/volume5/mendelson04a/mendelson04a.pdf},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/MendelsonP04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/QuistY04,
author = {Michael Quist and
Golan Yona},
title = {Distributional Scaling: An Algorithm for Structure-Preserving Embedding
of Metric and Nonmetric Spaces},
journal = {J. Mach. Learn. Res.},
volume = {5},
pages = {399--420},
year = {2004},
url = {https://jmlr.org/papers/volume5/quist04a/quist04a.pdf},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/QuistY04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/RifkinK03,
author = {Ryan M. Rifkin and
Aldebaro Klautau},
title = {In Defense of One-Vs-All Classification},
journal = {J. Mach. Learn. Res.},
volume = {5},
pages = {101--141},
year = {2004},
url = {https://jmlr.org/papers/v5/rifkin04a.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/RifkinK03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/RossetZH04,
author = {Saharon Rosset and
Ji Zhu and
Trevor Hastie},
title = {Boosting as a Regularized Path to a Maximum Margin Classifier},
journal = {J. Mach. Learn. Res.},
volume = {5},
pages = {941--973},
year = {2004},
url = {https://jmlr.org/papers/volume5/rosset04a/rosset04a.pdf},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/RossetZH04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/RudinDS04,
author = {Cynthia Rudin and
Ingrid Daubechies and
Robert E. Schapire},
title = {The Dynamics of AdaBoost: Cyclic Behavior and Convergence of Margins},
journal = {J. Mach. Learn. Res.},
volume = {5},
pages = {1557--1595},
year = {2004},
url = {https://jmlr.org/papers/v5/rudin04a.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/RudinDS04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SallansH04,
author = {Brian Sallans and
Geoffrey E. Hinton},
title = {Reinforcement Learning with Factored States and Actions},
journal = {J. Mach. Learn. Res.},
volume = {5},
pages = {1063--1088},
year = {2004},
url = {https://jmlr.org/papers/volume5/sallans04a/sallans04a.pdf},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SallansH04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Schmitt04,
author = {Michael Schmitt},
title = {Some Dichotomy Theorems for Neural Learning Problems},
journal = {J. Mach. Learn. Res.},
volume = {5},
pages = {891--912},
year = {2004},
url = {https://jmlr.org/papers/volume5/schmitt04a/schmitt04a.pdf},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Schmitt04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/StracuzziU04,
author = {David J. Stracuzzi and
Paul E. Utgoff},
title = {Randomized Variable Elimination},
journal = {J. Mach. Learn. Res.},
volume = {5},
pages = {1331--1362},
year = {2004},
url = {https://jmlr.org/papers/volume5/stracuzzi04a/stracuzzi04a.pdf},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/StracuzziU04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ValentiniD04,
author = {Giorgio Valentini and
Thomas G. Dietterich},
title = {Bias-Variance Analysis of Support Vector Machines for the Development
of SVM-Based Ensemble Methods},
journal = {J. Mach. Learn. Res.},
volume = {5},
pages = {725--775},
year = {2004},
url = {https://jmlr.org/papers/volume5/valentini04a/valentini04a.pdf},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ValentiniD04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/VitoRCPV04,
author = {Ernesto De Vito and
Lorenzo Rosasco and
Andrea Caponnetto and
Michele Piana and
Alessandro Verri},
title = {Some Properties of Regularized Kernel Methods},
journal = {J. Mach. Learn. Res.},
volume = {5},
pages = {1363--1390},
year = {2004},
url = {https://jmlr.org/papers/volume5/devito04a/devito04a.pdf},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/VitoRCPV04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Vovk04,
author = {Vladimir Vovk},
title = {A Universal Well-Calibrated Algorithm for On-line Classification},
journal = {J. Mach. Learn. Res.},
volume = {5},
pages = {575--604},
year = {2004},
url = {https://jmlr.org/papers/volume5/vovk04a/vovk04a.pdf},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Vovk04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/WuLW04,
author = {Ting{-}Fan Wu and
Chih{-}Jen Lin and
Ruby C. Weng},
title = {Probability Estimates for Multi-class Classification by Pairwise Coupling},
journal = {J. Mach. Learn. Res.},
volume = {5},
pages = {975--1005},
year = {2004},
url = {https://jmlr.org/papers/volume5/wu04a/wu04a.pdf},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/WuLW04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/YuL04,
author = {Lei Yu and
Huan Liu},
title = {Efficient Feature Selection via Analysis of Relevance and Redundancy},
journal = {J. Mach. Learn. Res.},
volume = {5},
pages = {1205--1224},
year = {2004},
url = {https://jmlr.org/papers/volume5/yu04a/yu04a.pdf},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/YuL04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Zhang04,
author = {Nevin Lianwen Zhang},
title = {Hierarchical Latent Class Models for Cluster Analysis},
journal = {J. Mach. Learn. Res.},
volume = {5},
pages = {697--723},
year = {2004},
url = {https://jmlr.org/papers/volume5/zhang04a/zhang04a.pdf},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Zhang04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Zhang04a,
author = {Tong Zhang},
title = {Statistical Analysis of Some Multi-Category Large Margin Classification
Methods},
journal = {J. Mach. Learn. Res.},
volume = {5},
pages = {1225--1251},
year = {2004},
url = {https://jmlr.org/papers/volume5/zhang04b/zhang04b.pdf},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Zhang04a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ZieheLNM04,
author = {Andreas Ziehe and
Pavel Laskov and
Guido Nolte and
Klaus{-}Robert M{\"{u}}ller},
title = {A Fast Algorithm for Joint Diagonalization with Non-orthogonal Transformations
and its Application to Blind Source Separation},
journal = {J. Mach. Learn. Res.},
volume = {5},
pages = {777--800},
year = {2004},
url = {https://jmlr.org/papers/volume5/ziehe04a/ziehe04a.pdf},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ZieheLNM04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Even-DarM03,
author = {Eyal Even{-}Dar and
Yishay Mansour},
title = {Learning Rates for Q-learning},
journal = {J. Mach. Learn. Res.},
volume = {5},
pages = {1--25},
year = {2003},
url = {https://jmlr.org/papers/v5/evendar03a.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Even-DarM03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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