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@article{DBLP:journals/jmlr/AgarwalGHHR05,
author = {Shivani Agarwal and
Thore Graepel and
Ralf Herbrich and
Sariel Har{-}Peled and
Dan Roth},
title = {Generalization Bounds for the Area Under the {ROC} Curve},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {393--425},
year = {2005},
url = {http://jmlr.org/papers/v6/agarwal05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/AgarwalGHHR05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/AiolliS05,
author = {Fabio Aiolli and
Alessandro Sperduti},
title = {Multiclass Classification with Multi-Prototype Support Vector Machines},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {817--850},
year = {2005},
url = {http://jmlr.org/papers/v6/aiolli05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/AiolliS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Almeida05,
author = {Lu{\'{\i}}s B. Almeida},
title = {Separating a Real-Life Nonlinear Image Mixture},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {1199--1229},
year = {2005},
url = {http://jmlr.org/papers/v6/almeida05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Almeida05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/AndoZ05,
author = {Rie Kubota Ando and
Tong Zhang},
title = {A Framework for Learning Predictive Structures from Multiple Tasks
and Unlabeled Data},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {1817--1853},
year = {2005},
url = {http://jmlr.org/papers/v6/ando05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/AndoZ05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BanerjeeDGS05,
author = {Arindam Banerjee and
Inderjit S. Dhillon and
Joydeep Ghosh and
Suvrit Sra},
title = {Clustering on the Unit Hypersphere using von Mises-Fisher Distributions},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {1345--1382},
year = {2005},
url = {http://jmlr.org/papers/v6/banerjee05a.html},
timestamp = {Thu, 28 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmlr/BanerjeeDGS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BanerjeeMDG05,
author = {Arindam Banerjee and
Srujana Merugu and
Inderjit S. Dhillon and
Joydeep Ghosh},
title = {Clustering with Bregman Divergences},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {1705--1749},
year = {2005},
url = {http://jmlr.org/papers/v6/banerjee05b.html},
timestamp = {Thu, 28 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmlr/BanerjeeMDG05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Bar-HillelHSW05,
author = {Aharon Bar{-}Hillel and
Tomer Hertz and
Noam Shental and
Daphna Weinshall},
title = {Learning a Mahalanobis Metric from Equivalence Constraints},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {937--965},
year = {2005},
url = {http://jmlr.org/papers/v6/bar-hillel05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Bar-HillelHSW05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BinevCDDT05,
author = {Peter Binev and
Albert Cohen and
Wolfgang Dahmen and
Ronald A. DeVore and
Vladimir N. Temlyakov},
title = {Universal Algorithms for Learning Theory Part {I} : Piecewise Constant
Functions},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {1297--1321},
year = {2005},
url = {http://jmlr.org/papers/v6/binev05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BinevCDDT05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BongardL05,
author = {Josh C. Bongard and
Hod Lipson},
title = {Active Coevolutionary Learning of Deterministic Finite Automata},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {1651--1678},
year = {2005},
url = {http://jmlr.org/papers/v6/bongard05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BongardL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BordesEWB05,
author = {Antoine Bordes and
Seyda Ertekin and
Jason Weston and
L{\'{e}}on Bottou},
title = {Fast Kernel Classifiers with Online and Active Learning},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {1579--1619},
year = {2005},
url = {http://jmlr.org/papers/v6/bordes05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BordesEWB05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Boulle05,
author = {Marc Boull{\'{e}}},
title = {A Bayes Optimal Approach for Partitioning the Values of Categorical
Attributes},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {1431--1452},
year = {2005},
url = {http://jmlr.org/papers/v6/boulle05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Boulle05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BrownWT05,
author = {Gavin Brown and
Jeremy L. Wyatt and
Peter Ti{\~{n}}o},
title = {Managing Diversity in Regression Ensembles},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {1621--1650},
year = {2005},
url = {http://jmlr.org/papers/v6/brown05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BrownWT05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/CandelaR05,
author = {Joaquin Qui{\~{n}}onero Candela and
Carl Edward Rasmussen},
title = {A Unifying View of Sparse Approximate Gaussian Process Regression},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {1939--1959},
year = {2005},
url = {http://jmlr.org/papers/v6/quinonero-candela05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/CandelaR05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ChechikGTW05,
author = {Gal Chechik and
Amir Globerson and
Naftali Tishby and
Yair Weiss},
title = {Information Bottleneck for Gaussian Variables},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {165--188},
year = {2005},
url = {http://jmlr.org/papers/v6/chechik05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ChechikGTW05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ChuG05,
author = {Wei Chu and
Zoubin Ghahramani},
title = {Gaussian Processes for Ordinal Regression},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {1019--1041},
year = {2005},
url = {http://jmlr.org/papers/v6/chu05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ChuG05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Cowell05,
author = {Robert G. Cowell},
title = {Local Propagation in Conditional Gaussian Bayesian Networks},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {1517--1550},
year = {2005},
url = {http://jmlr.org/papers/v6/cowell05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Cowell05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/CuturiFV05,
author = {Marco Cuturi and
Kenji Fukumizu and
Jean{-}Philippe Vert},
title = {Semigroup Kernels on Measures},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {1169--1198},
year = {2005},
url = {http://jmlr.org/papers/v6/cuturi05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/CuturiFV05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/DaumeM05,
author = {Hal Daum{\'{e}} III and
Daniel Marcu},
title = {A Bayesian Model for Supervised Clustering with the Dirichlet Process
Prior},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {1551--1577},
year = {2005},
url = {http://jmlr.org/papers/v6/daume05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/DaumeM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/DekelSS05,
author = {Ofer Dekel and
Shai Shalev{-}Shwartz and
Yoram Singer},
title = {Smooth epsiloon-Insensitive Regression by Loss Symmetrization},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {711--741},
year = {2005},
url = {http://jmlr.org/papers/v6/dekel05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/DekelSS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/DrineasM05,
author = {Petros Drineas and
Michael W. Mahoney},
title = {On the Nystr{\"{o}}m Method for Approximating a Gram Matrix for
Improved Kernel-Based Learning},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {2153--2175},
year = {2005},
url = {http://jmlr.org/papers/v6/drineas05a.html},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/DrineasM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/DrukhM05,
author = {Evgeny Drukh and
Yishay Mansour},
title = {Concentration Bounds for Unigram Language Models},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {1231--1264},
year = {2005},
url = {http://jmlr.org/papers/v6/drukh05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/DrukhM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/EiblP05,
author = {G{\"{u}}nther Eibl and
Karl Peter Pfeiffer},
title = {Multiclass Boosting for Weak Classifiers},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {189--210},
year = {2005},
url = {http://jmlr.org/papers/v6/eibl05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/EiblP05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ElidanF05,
author = {Gal Elidan and
Nir Friedman},
title = {Learning Hidden Variable Networks: The Information Bottleneck Approach},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {81--127},
year = {2005},
url = {http://jmlr.org/papers/v6/elidan05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ElidanF05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ElisseeffEP05,
author = {Andr{\'{e}} Elisseeff and
Theodoros Evgeniou and
Massimiliano Pontil},
title = {Stability of Randomized Learning Algorithms},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {55--79},
year = {2005},
url = {http://jmlr.org/papers/v6/elisseeff05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ElisseeffEP05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ErnstGW05,
author = {Damien Ernst and
Pierre Geurts and
Louis Wehenkel},
title = {Tree-Based Batch Mode Reinforcement Learning},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {503--556},
year = {2005},
url = {http://jmlr.org/papers/v6/ernst05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ErnstGW05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/EvgeniouMP05,
author = {Theodoros Evgeniou and
Charles A. Micchelli and
Massimiliano Pontil},
title = {Learning Multiple Tasks with Kernel Methods},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {615--637},
year = {2005},
url = {http://jmlr.org/papers/v6/evgeniou05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/EvgeniouMP05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/FanCL05,
author = {Rong{-}En Fan and
Pai{-}Hsuen Chen and
Chih{-}Jen Lin},
title = {Working Set Selection Using Second Order Information for Training
Support Vector Machines},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {1889--1918},
year = {2005},
url = {http://jmlr.org/papers/v6/fan05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/FanCL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Fiori05,
author = {Simone G. O. Fiori},
title = {Quasi-Geodesic Neural Learning Algorithms Over the Orthogonal Group:
{A} Tutorial},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {743--781},
year = {2005},
url = {http://jmlr.org/papers/v6/fiori05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Fiori05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/GoldsmithS05,
author = {Judy Goldsmith and
Robert H. Sloan},
title = {New Horn Revision Algorithms},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {1919--1938},
year = {2005},
url = {http://jmlr.org/papers/v6/goldsmith05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/GoldsmithS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/GrettonHSBS05,
author = {Arthur Gretton and
Ralf Herbrich and
Alexander J. Smola and
Olivier Bousquet and
Bernhard Sch{\"{o}}lkopf},
title = {Kernel Methods for Measuring Independence},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {2075--2129},
year = {2005},
url = {http://jmlr.org/papers/v6/gretton05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/GrettonHSBS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/GunawardanaB05,
author = {Asela Gunawardana and
William Byrne},
title = {Convergence Theorems for Generalized Alternating Minimization Procedures},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {2049--2073},
year = {2005},
url = {http://jmlr.org/papers/v6/gunawardana05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/GunawardanaB05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HutterP05,
author = {Marcus Hutter and
Jan Poland},
title = {Adaptive Online Prediction by Following the Perturbed Leader},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {639--660},
year = {2005},
url = {http://jmlr.org/papers/v6/hutter05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HutterP05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Hyvarinen05,
author = {Aapo Hyv{\"{a}}rinen},
title = {Estimation of Non-Normalized Statistical Models by Score Matching},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {695--709},
year = {2005},
url = {http://jmlr.org/papers/v6/hyvarinen05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Hyvarinen05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/IhlerFW05,
author = {Alexander T. Ihler and
John W. Fisher III and
Alan S. Willsky},
title = {Loopy Belief Propagation: Convergence and Effects of Message Errors},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {905--936},
year = {2005},
url = {http://jmlr.org/papers/v6/ihler05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/IhlerFW05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Jaeger05,
author = {Savina Andonova Jaeger},
title = {Generalization Bounds and Complexities Based on Sparsity and Clustering
for Convex Combinations of Functions from Random Classes},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {307--340},
year = {2005},
url = {http://jmlr.org/papers/v6/jaeger05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Jaeger05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/KawanabeM05,
author = {Motoaki Kawanabe and
Klaus{-}Robert M{\"{u}}ller},
title = {Estimating Functions for Blind Separation When Sources Have Variance
Dependencies},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {453--482},
year = {2005},
url = {http://jmlr.org/papers/v6/kawanabe05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/KawanabeM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/KeerthiD05,
author = {S. Sathiya Keerthi and
Dennis DeCoste},
title = {A Modified Finite Newton Method for Fast Solution of Large Scale Linear
SVMs},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {341--361},
year = {2005},
url = {http://jmlr.org/papers/v6/keerthi05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/KeerthiD05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/KhardonS05,
author = {Roni Khardon and
Rocco A. Servedio},
title = {Maximum Margin Algorithms with Boolean Kernels},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {1405--1429},
year = {2005},
url = {http://jmlr.org/papers/v6/khardon05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/KhardonS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/KimHP05,
author = {Hyunsoo Kim and
Peg Howland and
Haesun Park},
title = {Dimension Reduction in Text Classification with Support Vector Machines},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {37--53},
year = {2005},
url = {http://jmlr.org/papers/v6/kim05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/KimHP05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/KussR05,
author = {Malte Kuss and
Carl Edward Rasmussen},
title = {Assessing Approximate Inference for Binary Gaussian Process Classification},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {1679--1704},
year = {2005},
url = {http://jmlr.org/papers/v6/kuss05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/KussR05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LaffertyL05,
author = {John D. Lafferty and
Guy Lebanon},
title = {Diffusion Kernels on Statistical Manifolds},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {129--163},
year = {2005},
url = {http://jmlr.org/papers/v6/lafferty05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LaffertyL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Langford05,
author = {John Langford},
title = {Tutorial on Practical Prediction Theory for Classification},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {273--306},
year = {2005},
url = {http://jmlr.org/papers/v6/langford05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Langford05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Lawrence05,
author = {Neil D. Lawrence},
title = {Probabilistic Non-linear Principal Component Analysis with Gaussian
Process Latent Variable Models},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {1783--1816},
year = {2005},
url = {http://jmlr.org/papers/v6/lawrence05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Lawrence05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LuoKGHSRH05,
author = {Tong Luo and
Kurt Kramer and
Dmitry B. Goldgof and
Lawrence O. Hall and
Scott Samson and
Andrew Remsen and
Thomas Hopkins},
title = {Active Learning to Recognize Multiple Types of Plankton},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {589--613},
year = {2005},
url = {http://jmlr.org/papers/v6/luo05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LuoKGHSRH05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MarchandS05,
author = {Mario Marchand and
Marina Sokolova},
title = {Learning with Decision Lists of Data-Dependent Features},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {427--451},
year = {2005},
url = {http://jmlr.org/papers/v6/marchand05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/MarchandS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MarkatouTBH05,
author = {Marianthi Markatou and
Hong Tian and
Shameek Biswas and
George Hripcsak},
title = {Analysis of Variance of Cross-Validation Estimators of the Generalization
Error},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {1127--1168},
year = {2005},
url = {http://jmlr.org/papers/v6/markatou05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/MarkatouTBH05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Maurer05,
author = {Andreas Maurer},
title = {Algorithmic Stability and Meta-Learning},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {967--994},
year = {2005},
url = {http://jmlr.org/papers/v6/maurer05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Maurer05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MicchelliP05,
author = {Charles A. Micchelli and
Massimiliano Pontil},
title = {Learning the Kernel Function via Regularization},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {1099--1125},
year = {2005},
url = {http://jmlr.org/papers/v6/micchelli05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/MicchelliP05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MohammadiG05,
author = {Leila Mohammadi and
Sara A. van de Geer},
title = {Asymptotics in Empirical Risk Minimization},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {2027--2047},
year = {2005},
url = {http://jmlr.org/papers/v6/mohammadi05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/MohammadiG05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Murphy05,
author = {Susan A. Murphy},
title = {A Generalization Error for Q-Learning},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {1073--1097},
year = {2005},
url = {http://jmlr.org/papers/v6/murphy05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Murphy05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MurrayHK05,
author = {Joseph F. Murray and
Gordon F. Hughes and
Kenneth Kreutz{-}Delgado},
title = {Machine Learning Methods for Predicting Failures in Hard Drives: {A}
Multiple-Instance Application},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {783--816},
year = {2005},
url = {http://jmlr.org/papers/v6/murray05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/MurrayHK05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/NakamuraSSS05,
author = {Atsuyoshi Nakamura and
Michael Schmitt and
Niels Schmitt and
Hans Ulrich Simon},
title = {Inner Product Spaces for Bayesian Networks},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {1383--1403},
year = {2005},
url = {http://jmlr.org/papers/v6/nakamura05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/NakamuraSSS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/OngSW05,
author = {Cheng Soon Ong and
Alexander J. Smola and
Robert C. Williamson},
title = {Learning the Kernel with Hyperkernels},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {1043--1071},
year = {2005},
url = {http://jmlr.org/papers/v6/ong05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/OngSW05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/OpperW05,
author = {Manfred Opper and
Ole Winther},
title = {Expectation Consistent Approximate Inference},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {2177--2204},
year = {2005},
url = {http://jmlr.org/papers/v6/opper05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/OpperW05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/RakotomamonjyC05,
author = {Alain Rakotomamonjy and
St{\'{e}}phane Canu},
title = {Frames, Reproducing Kernels, Regularization and Learning},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {1485--1515},
year = {2005},
url = {http://jmlr.org/papers/v6/rakotomamonjy05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/RakotomamonjyC05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/RatschW05,
author = {Gunnar R{\"{a}}tsch and
Manfred K. Warmuth},
title = {Efficient Margin Maximizing with Boosting},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {2131--2152},
year = {2005},
url = {http://jmlr.org/papers/v6/ratsch05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/RatschW05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/RousuS05,
author = {Juho Rousu and
John Shawe{-}Taylor},
title = {Efficient Computation of Gapped Substring Kernels on Large Alphabets},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {1323--1344},
year = {2005},
url = {http://jmlr.org/papers/v6/rousu05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/RousuS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/RusakovG05,
author = {Dmitry Rusakov and
Dan Geiger},
title = {Asymptotic Model Selection for Naive Bayesian Networks},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {1--35},
year = {2005},
url = {http://jmlr.org/papers/v6/rusakov05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/RusakovG05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SarelaV05,
author = {Jaakko S{\"{a}}rel{\"{a}} and
Harri Valpola},
title = {Denoising Source Separation},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {233--272},
year = {2005},
url = {http://jmlr.org/papers/v6/sarela05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SarelaV05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SegalPRKF05,
author = {Eran Segal and
Dana Pe'er and
Aviv Regev and
Daphne Koller and
Nir Friedman},
title = {Learning Module Networks},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {557--588},
year = {2005},
url = {http://jmlr.org/papers/v6/segal05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SegalPRKF05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ShaniHB05,
author = {Guy Shani and
David Heckerman and
Ronen I. Brafman},
title = {An MDP-Based Recommender System},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {1265--1295},
year = {2005},
url = {http://jmlr.org/papers/v6/shani05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ShaniHB05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SigletosPSH05,
author = {Georgios Sigletos and
Georgios Paliouras and
Constantine D. Spyropoulos and
Michael Hatzopoulos},
title = {Combining Information Extraction Systems Using Voting and Stacked
Generalization},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {1751--1782},
year = {2005},
url = {http://jmlr.org/papers/v6/sigletos05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SigletosPSH05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SteinwartHS05,
author = {Ingo Steinwart and
Don R. Hush and
Clint Scovel},
title = {A Classification Framework for Anomaly Detection},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {211--232},
year = {2005},
url = {http://jmlr.org/papers/v6/steinwart05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SteinwartHS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/TsangKC05,
author = {Ivor W. Tsang and
James T. Kwok and
Pak{-}Ming Cheung},
title = {Core Vector Machines: Fast {SVM} Training on Very Large Data Sets},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {363--392},
year = {2005},
url = {http://jmlr.org/papers/v6/tsang05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/TsangKC05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/TsochantaridisJHA05,
author = {Ioannis Tsochantaridis and
Thorsten Joachims and
Thomas Hofmann and
Yasemin Altun},
title = {Large Margin Methods for Structured and Interdependent Output Variables},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {1453--1484},
year = {2005},
url = {http://jmlr.org/papers/v6/tsochantaridis05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/TsochantaridisJHA05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/TsudaRW05,
author = {Koji Tsuda and
Gunnar R{\"{a}}tsch and
Manfred K. Warmuth},
title = {Matrix Exponentiated Gradient Updates for On-line Learning and Bregman
Projection},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {995--1018},
year = {2005},
url = {http://jmlr.org/papers/v6/tsuda05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/TsudaRW05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/VitoRCGO05,
author = {Ernesto De Vito and
Lorenzo Rosasco and
Andrea Caponnetto and
Umberto De Giovannini and
Francesca Odone},
title = {Learning from Examples as an Inverse Problem},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {883--904},
year = {2005},
url = {http://jmlr.org/papers/v6/devito05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/VitoRCGO05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/WingateS05,
author = {David Wingate and
Kevin D. Seppi},
title = {Prioritization Methods for Accelerating {MDP} Solvers},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {851--881},
year = {2005},
url = {http://jmlr.org/papers/v6/wingate05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/WingateS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/WinnB05,
author = {John M. Winn and
Christopher M. Bishop},
title = {Variational Message Passing},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {661--694},
year = {2005},
url = {http://jmlr.org/papers/v6/winn05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/WinnB05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/WolfS05,
author = {Lior Wolf and
Amnon Shashua},
title = {Feature Selection for Unsupervised and Supervised Inference: The Emergence
of Sparsity in a Weight-Based Approach},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {1855--1887},
year = {2005},
url = {http://jmlr.org/papers/v6/wolf05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/WolfS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/WongMCW05,
author = {Weng{-}Keen Wong and
Andrew W. Moore and
Gregory F. Cooper and
Michael M. Wagner},
title = {What's Strange About Recent Events {(WSARE):} An Algorithm for the
Early Detection of Disease Outbreaks},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {1961--1998},
year = {2005},
url = {http://jmlr.org/papers/v6/wong05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/WongMCW05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Ye05,
author = {Jieping Ye},
title = {Characterization of a Family of Algorithms for Generalized Discriminant
Analysis on Undersampled Problems},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {483--502},
year = {2005},
url = {http://jmlr.org/papers/v6/ye05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Ye05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ZoeterH05,
author = {Onno Zoeter and
Tom Heskes},
title = {Change Point Problems in Linear Dynamical Systems},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {1999--2026},
year = {2005},
url = {http://jmlr.org/papers/v6/zoeter05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ZoeterH05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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