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@article{DBLP:journals/jmlr/0002WY12,
author = {Ji Liu and
Peter Wonka and
Jieping Ye},
title = {A Multi-Stage Framework for Dantzig Selector and {LASSO}},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {1189--1219},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2343685},
doi = {10.5555/2503308.2343685},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/0002WY12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/0003TLF12,
author = {Yang Wang and
Duan Tran and
Zicheng Liao and
David A. Forsyth},
title = {Discriminative hierarchical part-based models for human parsing and
action recognition},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {3075--3102},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2503340},
doi = {10.5555/2503308.2503340},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/0003TLF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/AhoZDE12,
author = {Timo Aho and
Bernard Zenko and
Saso Dzeroski and
Tapio Elomaa},
title = {Multi-target regression with rule ensembles},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {2367--2407},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2503319},
doi = {10.5555/2503308.2503319},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/AhoZDE12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Ailon12,
author = {Nir Ailon},
title = {An Active Learning Algorithm for Ranking from Pairwise Preferences
with an Almost Optimal Query Complexity},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {137--164},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2188390},
doi = {10.5555/2503308.2188390},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Ailon12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/AnandkumarTHW12,
author = {Animashree Anandkumar and
Vincent Y. F. Tan and
Furong Huang and
Alan S. Willsky},
title = {High-dimensional Gaussian graphical model selection: walk summability
and local separation criterion},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {2293--2337},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2503317},
doi = {10.5555/2503308.2503317},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/AnandkumarTHW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/AzarGK12,
author = {Mohammad Gheshlaghi Azar and
Vicen{\c{c}} G{\'{o}}mez and
Hilbert J. Kappen},
title = {Dynamic policy programming},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {3207--3245},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2503344},
doi = {10.5555/2503308.2503344},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/AzarGK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BarbuL12,
author = {Adrian Barbu and
Nathan Lay},
title = {An introduction to artificial prediction markets for classification},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {2177--2204},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2503312},
doi = {10.5555/2503308.2503312},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BarbuL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Ben-TalBBN12,
author = {Aharon Ben{-}Tal and
Sahely Bhadra and
Chiranjib Bhattacharyya and
Arkadi Nemirovski},
title = {Efficient methods for robust classification under uncertainty in kernel
matrices},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {2923--2954},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2503335},
doi = {10.5555/2503308.2503335},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Ben-TalBBN12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BenbouzidBCCK12,
author = {Djalel Benbouzid and
R{\'{o}}bert Busa{-}Fekete and
Norman Casagrande and
Fran{\c{c}}ois{-}David Collin and
Bal{\'{a}}zs K{\'{e}}gl},
title = {{MULTIBOOST:} {A} Multi-purpose Boosting Package},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {549--553},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2188403},
doi = {10.5555/2503308.2188403},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BenbouzidBCCK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BergstraB12,
author = {James Bergstra and
Yoshua Bengio},
title = {Random Search for Hyper-Parameter Optimization},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {281--305},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2188395},
doi = {10.5555/2503308.2188395},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BergstraB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Biau12,
author = {G{\'{e}}rard Biau},
title = {Analysis of a Random Forests Model},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {1063--1095},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2343682},
doi = {10.5555/2503308.2343682},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Biau12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BrodersenMCDOBS12,
author = {Kay Henning Brodersen and
Christoph Mathys and
Justin R. Chumbley and
Jean Daunizeau and
Cheng Soon Ong and
Joachim M. Buhmann and
Klaas E. Stephan},
title = {Bayesian mixed-effects inference on classification performance in
hierarchical data sets},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {3133--3176},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2503342},
doi = {10.5555/2503308.2503342},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BrodersenMCDOBS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BrownPZL12,
author = {Gavin Brown and
Adam Craig Pocock and
Ming{-}Jie Zhao and
Mikel Luj{\'{a}}n},
title = {Conditional Likelihood Maximisation: {A} Unifying Framework for Information
Theoretic Feature Selection},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {27--66},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2188387},
doi = {10.5555/2503308.2188387},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BrownPZL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BrucknerKS12,
author = {Michael Br{\"{u}}ckner and
Christian Kanzow and
Tobias Scheffer},
title = {Static prediction games for adversarial learning problems},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {2617--2654},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2503326},
doi = {10.5555/2503308.2503326},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BrucknerKS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BrunnerFLT12,
author = {Carl Brunner and
Andreas Fischer and
Klaus Luig and
Thorsten Thies},
title = {Pairwise support vector machines and their application to large scale
problems},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {2279--2292},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2503316},
doi = {10.5555/2503308.2503316},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BrunnerFLT12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Chai12,
author = {Kian Ming Adam Chai},
title = {Variational Multinomial Logit Gaussian Process},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {1745--1808},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2343700},
doi = {10.5555/2503308.2343700},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Chai12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ChenZLCZY12,
author = {Tianqi Chen and
Weinan Zhang and
Qiuxia Lu and
Kailong Chen and
Zhao Zheng and
Yong Yu},
title = {SVDFeature: a toolkit for feature-based collaborative filtering},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {3619--3622},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2503357},
doi = {10.5555/2503308.2503357},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ChenZLCZY12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Chiang12,
author = {David Chiang},
title = {Hope and Fear for Discriminative Training of Statistical Translation
Models},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {1159--1187},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2343684},
doi = {10.5555/2503308.2343684},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Chiang12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/CooperOPB12,
author = {Helen Cooper and
Eng{-}Jon Ong and
Nicolas Pugeault and
Richard Bowden},
title = {Sign language recognition using sub-units},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {2205--2231},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2503313},
doi = {10.5555/2503308.2503313},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/CooperOPB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/CortesMR12,
author = {Corinna Cortes and
Mehryar Mohri and
Afshin Rostamizadeh},
title = {Algorithms for Learning Kernels Based on Centered Alignment},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {795--828},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2188413},
doi = {10.5555/2503308.2188413},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/CortesMR12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/CrammerDP12,
author = {Koby Crammer and
Mark Dredze and
Fernando Pereira},
title = {Confidence-Weighted Linear Classification for Text Categorization},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {1891--1926},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2343704},
doi = {10.5555/2503308.2343704},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/CrammerDP12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/DekelGS12,
author = {Ofer Dekel and
Claudio Gentile and
Karthik Sridharan},
title = {Selective sampling and active learning from single and multiple teachers},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {2655--2697},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2503327},
doi = {10.5555/2503308.2503327},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/DekelGS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/DekelGSX12,
author = {Ofer Dekel and
Ran Gilad{-}Bachrach and
Ohad Shamir and
Lin Xiao},
title = {Optimal Distributed Online Prediction Using Mini-Batches},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {165--202},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2188391},
doi = {10.5555/2503308.2188391},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/DekelGSX12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/DoA12,
author = {Trinh Minh Tri Do and
Thierry Arti{\`{e}}res},
title = {Regularized bundle methods for convex and non-convex risks},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {3539--3583},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2503355},
doi = {10.5555/2503308.2503355},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/DoA12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/DrineasMMW12,
author = {Petros Drineas and
Malik Magdon{-}Ismail and
Michael W. Mahoney and
David P. Woodruff},
title = {Fast approximation of matrix coherence and statistical leverage},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {3475--3506},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2503352},
doi = {10.5555/2503308.2503352},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/DrineasMMW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/El-YanivW12,
author = {Ran El{-}Yaniv and
Yair Wiener},
title = {Active Learning via Perfect Selective Classification},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {255--279},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2188394},
doi = {10.5555/2503308.2188394},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/El-YanivW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ErvenRW12,
author = {Tim van Erven and
Mark D. Reid and
Robert C. Williamson},
title = {Mixability is Bayes Risk Curvature Relative to Log Loss},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {1639--1663},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2343696},
doi = {10.5555/2503308.2343696},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ErvenRW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/FortinRGPG12,
author = {F{\'{e}}lix{-}Antoine Fortin and
Fran{\c{c}}ois{-}Michel De Rainville and
Marc{-}Andr{\'{e}} Gardner and
Marc Parizeau and
Christian Gagn{\'{e}}},
title = {{DEAP:} evolutionary algorithms made easy},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {2171--2175},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2503311},
doi = {10.5555/2503308.2503311},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/FortinRGPG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/FrankSBB12,
author = {Mario Frank and
Andreas P. Streich and
David A. Basin and
Joachim M. Buhmann},
title = {Multi-Assignment Clustering for Boolean Data},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {459--489},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2188400},
doi = {10.5555/2503308.2188400},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/FrankSBB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/GenoveseJWY12,
author = {Christopher R. Genovese and
Jiashun Jin and
Larry A. Wasserman and
Zhigang Yao},
title = {A Comparison of the Lasso and Marginal Regression},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {2107--2143},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2343712},
doi = {10.5555/2503308.2343712},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/GenoveseJWY12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/GenovesePVW12,
author = {Christopher R. Genovese and
Marco Perone{-}Pacifico and
Isabella Verdinelli and
Larry A. Wasserman},
title = {Minimax Manifold Estimation},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {1263--1291},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2343687},
doi = {10.5555/2503308.2343687},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/GenovesePVW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Gillis12,
author = {Nicolas Gillis},
title = {Sparse and unique nonnegative matrix factorization through data preprocessing},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {3349--3386},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2503349},
doi = {10.5555/2503308.2503349},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Gillis12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Gould12,
author = {Stephen Gould},
title = {{DARWIN:} a framework for machine learning and computer vision research
and development},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {3533--3537},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2503354},
doi = {10.5555/2503308.2503354},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Gould12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/GrauKGHPG12,
author = {Jan Grau and
Jens Keilwagen and
Andr{\'{e}} Gohr and
Berit Haldemann and
Stefan Posch and
Ivo Grosse},
title = {Jstacs: {A} Java Framework for Statistical Analysis and Classification
of Biological Sequences},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {1967--1971},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2343706},
doi = {10.5555/2503308.2343706},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/GrauKGHPG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/GrettonBRSS12,
author = {Arthur Gretton and
Karsten M. Borgwardt and
Malte J. Rasch and
Bernhard Sch{\"{o}}lkopf and
Alexander J. Smola},
title = {A Kernel Two-Sample Test},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {723--773},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2188410},
doi = {10.5555/2503308.2188410},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/GrettonBRSS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/GutmannH12,
author = {Michael Gutmann and
Aapo Hyv{\"{a}}rinen},
title = {Noise-Contrastive Estimation of Unnormalized Statistical Models, with
Applications to Natural Image Statistics},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {307--361},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2188396},
doi = {10.5555/2503308.2188396},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/GutmannH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Hanneke12,
author = {Steve Hanneke},
title = {Activized Learning: Transforming Passive to Active with Improved Label
Complexity},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {1469--1587},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2343693},
doi = {10.5555/2503308.2343693},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Hanneke12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HauserB12,
author = {Alain Hauser and
Peter B{\"{u}}hlmann},
title = {Characterization and greedy learning of interventional Markov equivalence
classes of directed acyclic graphs},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {2409--2464},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2503320},
doi = {10.5555/2503308.2503320},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HauserB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HazanK12a,
author = {Elad Hazan and
Satyen Kale},
title = {Online submodular minimization},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {2903--2922},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2503334},
doi = {10.5555/2503308.2503334},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HazanK12a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HelmboldL12a,
author = {David P. Helmbold and
Philip M. Long},
title = {On the necessity of irrelevant variables},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {2145--2170},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2503310},
doi = {10.5555/2503308.2503310},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HelmboldL12a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HennigS12,
author = {Philipp Hennig and
Christian J. Schuler},
title = {Entropy Search for Information-Efficient Global Optimization},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {1809--1837},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2343701},
doi = {10.5555/2503308.2343701},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HennigS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Hernandez-OralloFF12,
author = {Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and
Peter A. Flach and
C{\'{e}}sar Ferri},
title = {A unified view of performance metrics: translating threshold choice
into expected classification loss},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {2813--2869},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2503332},
doi = {10.5555/2503308.2503332},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Hernandez-OralloFF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HoL12,
author = {Chia{-}Hua Ho and
Chih{-}Jen Lin},
title = {Large-scale linear support vector regression},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {3323--3348},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2503348},
doi = {10.5555/2503308.2503348},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HoL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HuangKDL12,
author = {Gary B. Huang and
Andrew Kae and
Carl Doersch and
Erik G. Learned{-}Miller},
title = {Bounding the Probability of Error for High Precision Optical Character
Recognition},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {363--387},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2188397},
doi = {10.5555/2503308.2188397},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HuangKDL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HuangZ12,
author = {Jian Huang and
Cun{-}Hui Zhang},
title = {Estimation and Selection via Absolute Penalized Convex Minimization
And Its Multistage Adaptive Applications},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {1839--1864},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2343702},
doi = {10.5555/2503308.2343702},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HuangZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HyttinenEH12,
author = {Antti Hyttinen and
Frederick Eberhardt and
Patrik O. Hoyer},
title = {Learning linear cyclic causal models with latent variables},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {3387--3439},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2503350},
doi = {10.5555/2503308.2503350},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HyttinenEH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/JainKDD12,
author = {Prateek Jain and
Brian Kulis and
Jason V. Davis and
Inderjit S. Dhillon},
title = {Metric and Kernel Learning Using a Linear Transformation},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {519--547},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2188402},
doi = {10.5555/2503308.2188402},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/JainKDD12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/KakadeST12,
author = {Sham M. Kakade and
Shai Shalev{-}Shwartz and
Ambuj Tewari},
title = {Regularization Techniques for Learning with Matrices},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {1865--1890},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2343703},
doi = {10.5555/2503308.2343703},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/KakadeST12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/KimKC12,
author = {Yongdai Kim and
Sunghoon Kwon and
Hosik Choi},
title = {Consistent Model Selection Criteria on High Dimensions},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {1037--1057},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2343680},
doi = {10.5555/2503308.2343680},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/KimKC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/KimS12,
author = {JooSeuk Kim and
Clayton D. Scott},
title = {Robust kernel density estimation},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {2529--2565},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2503323},
doi = {10.5555/2503308.2503323},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/KimS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/KiralyBMBM12,
author = {Franz J. Kir{\'{a}}ly and
Paul von B{\"{u}}nau and
Frank C. Meinecke and
Duncan A. J. Blythe and
Klaus{-}Robert M{\"{u}}ller},
title = {Algebraic Geometric Comparison of Probability Distributions},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {855--903},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2188416},
doi = {10.5555/2503308.2188416},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/KiralyBMBM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/KloftB12,
author = {Marius Kloft and
Gilles Blanchard},
title = {On the convergence rate of lp-norm multiple kernel learning},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {2465--2502},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2503321},
doi = {10.5555/2503308.2503321},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/KloftB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/KloftL12,
author = {Marius Kloft and
Pavel Laskov},
title = {Security analysis of online centroid anomaly detection},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {3681--3724},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2503359},
doi = {10.5555/2503308.2503359},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/KloftL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/KonidarisSB12,
author = {George Dimitri Konidaris and
Ilya Scheidwasser and
Andrew G. Barto},
title = {Transfer in Reinforcement Learning via Shared Features},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {1333--1371},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2343689},
doi = {10.5555/2503308.2343689},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/KonidarisSB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/KumarMT12,
author = {Sanjiv Kumar and
Mehryar Mohri and
Ameet Talwalkar},
title = {Sampling Methods for the Nystr{\"{o}}m Method},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {981--1006},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2343678},
doi = {10.5555/2503308.2343678},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/KumarMT12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LangTK12,
author = {Tobias Lang and
Marc Toussaint and
Kristian Kersting},
title = {Exploration in relational domains for model-based reinforcement learning},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {3725--3768},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2503360},
doi = {10.5555/2503308.2503360},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LangTK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LarochelleMPB12,
author = {Hugo Larochelle and
Michael I. Mandel and
Razvan Pascanu and
Yoshua Bengio},
title = {Learning Algorithms for the Classification Restricted Boltzmann Machine},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {643--669},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2188407},
doi = {10.5555/2503308.2188407},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LarochelleMPB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Lawrence12,
author = {Neil D. Lawrence},
title = {A Unifying Probabilistic Perspective for Spectral Dimensionality Reduction:
Insights and New Models},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {1609--1638},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2343695},
doi = {10.5555/2503308.2343695},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Lawrence12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LazaricGM12,
author = {Alessandro Lazaric and
Mohammad Ghavamzadeh and
R{\'{e}}mi Munos},
title = {Finite-sample analysis of least-squares policy iteration},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {3041--3074},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2503339},
doi = {10.5555/2503308.2503339},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LazaricGM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LeeSL12,
author = {Joonseok Lee and
Mingxuan Sun and
Guy Lebanon},
title = {{PREA:} personalized recommendation algorithms toolkit},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {2699--2703},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2503328},
doi = {10.5555/2503308.2503328},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LeeSL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LeeW12,
author = {Sangkyun Lee and
Stephen J. Wright},
title = {Manifold Identification in Dual Averaging for Regularized Stochastic
Online Learning},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {1705--1744},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2343699},
doi = {10.5555/2503308.2343699},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmlr/LeeW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LizotteBM12,
author = {Daniel J. Lizotte and
Michael Bowling and
Susan A. Murphy},
title = {Linear fitted-Q iteration with multiple reward functions},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {3253--3295},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2503346},
doi = {10.5555/2503308.2503346},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LizotteBM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Lui12,
author = {Yui Man Lui},
title = {Human gesture recognition on product manifolds},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {3297--3321},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2503347},
doi = {10.5555/2503308.2503347},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Lui12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LyL12,
author = {Daniel Le Ly and
Hod Lipson},
title = {Learning symbolic representations of hybrid dynamical systems},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {3585--3618},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2503356},
doi = {10.5555/2503308.2503356},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LyL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MahdaviJY12,
author = {Mehrdad Mahdavi and
Rong Jin and
Tianbao Yang},
title = {Trading regret for efficiency: online convex optimization with long
term constraints},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {2503--2528},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2503322},
doi = {10.5555/2503308.2503322},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/MahdaviJY12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MahoneyOV12,
author = {Michael W. Mahoney and
Lorenzo Orecchia and
Nisheeth K. Vishnoi},
title = {A local spectral method for graphs: with applications to improving
graph partitions and exploring data graphs locally},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {2339--2365},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2503318},
doi = {10.5555/2503308.2503318},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/MahoneyOV12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MaillardM12,
author = {Odalric{-}Ambrym Maillard and
R{\'{e}}mi Munos},
title = {Linear regression with random projections},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {2735--2772},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2503330},
doi = {10.5555/2503308.2503330},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/MaillardM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MartinezD12,
author = {Aleix M. Mart{\'{\i}}nez and
Shichuan Du},
title = {A Model of the Perception of Facial Expressions of Emotion by Humans:
Research Overview and Perspectives},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {1589--1608},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2343694},
doi = {10.5555/2503308.2343694},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/MartinezD12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MaurerP12,
author = {Andreas Maurer and
Massimiliano Pontil},
title = {Structured Sparsity and Generalization},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {671--690},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2188408},
doi = {10.5555/2503308.2188408},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/MaurerP12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MayKLL12,
author = {Benedict C. May and
Nathan Korda and
Anthony Lee and
David S. Leslie},
title = {Optimistic Bayesian Sampling in Contextual-Bandit Problems},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {2069--2106},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2343711},
doi = {10.5555/2503308.2343711},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/MayKLL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MazumderH12,
author = {Rahul Mazumder and
Trevor Hastie},
title = {Exact Covariance Thresholding into Connected Components for Large-Scale
Graphical Lasso},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {781--794},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2188412},
doi = {10.5555/2503308.2188412},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/MazumderH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Minsker12,
author = {Stanislav Minsker},
title = {Plug-in Approach to Active Learning},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {67--90},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2188388},
doi = {10.5555/2503308.2188388},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Minsker12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MohanF12,
author = {Karthik Mohan and
Maryam Fazel},
title = {Iterative reweighted algorithms for matrix rank minimization},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {3441--3473},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2503351},
doi = {10.5555/2503308.2503351},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/MohanF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/NayakDSL12,
author = {Sunita Nayak and
Kester Duncan and
Sudeep Sarkar and
Barbara L. Loeding},
title = {Finding recurrent patterns from continuous sign language sentences
for automated extraction of signs},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {2589--2615},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2503325},
doi = {10.5555/2503308.2503325},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/NayakDSL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/NegahbanW12,
author = {Sahand N. Negahban and
Martin J. Wainwright},
title = {Restricted Strong Convexity and Weighted Matrix Completion: Optimal
Bounds with Noise},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {1665--1697},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2343697},
doi = {10.5555/2503308.2343697},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/NegahbanW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/NelsonRHJLRT12,
author = {Blaine Nelson and
Benjamin I. P. Rubinstein and
Ling Huang and
Anthony D. Joseph and
Steven J. Lee and
Satish Rao and
J. D. Tygar},
title = {Query Strategies for Evading Convex-Inducing Classifiers},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {1293--1332},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2343688},
doi = {10.5555/2503308.2343688},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/NelsonRHJLRT12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Nickisch12,
author = {Hannes Nickisch},
title = {glm-ie: Generalised Linear Models Inference {\&} Estimation Toolbox},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {1699--1703},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2343698},
doi = {10.5555/2503308.2343698},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Nickisch12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/OrabonaLC12,
author = {Francesco Orabona and
Jie Luo and
Barbara Caputo},
title = {Multi Kernel Learning with Online-Batch Optimization},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {227--253},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2188393},
doi = {10.5555/2503308.2188393},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/OrabonaLC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ParkHD12,
author = {Chiwoo Park and
Jianhua Z. Huang and
Yu Ding},
title = {{GPLP:} {A} Local and Parallel Computation Toolbox for Gaussian Process
Regression},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {775--779},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2188411},
doi = {10.5555/2503308.2188411},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ParkHD12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Parrado-HernandezASS12,
author = {Emilio Parrado{-}Hern{\'{a}}ndez and
Amiran Ambroladze and
John Shawe{-}Taylor and
Shiliang Sun},
title = {PAC-bayes bounds with data dependent priors},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {3507--3531},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2503353},
doi = {10.5555/2503308.2503353},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Parrado-HernandezASS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/PiccoloF12,
author = {Stephen R. Piccolo and
Lewis J. Frey},
title = {ML-Flex: {A} Flexible Toolbox for Performing Classification Analyses
In Parallel},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {555--559},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2188404},
doi = {10.5555/2503308.2188404},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/PiccoloF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/QinG12,
author = {Zhiwei (Tony) Qin and
Donald Goldfarb},
title = {Structured Sparsity via Alternating Direction Methods},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {1435--1468},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2343692},
doi = {10.5555/2503308.2343692},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/QinG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Ramsahai12,
author = {Roland R. Ramsahai},
title = {Causal Bounds and Observable Constraints for Non-deterministic Models},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {829--848},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2188414},
doi = {10.5555/2503308.2188414},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Ramsahai12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/RaskuttiWY12,
author = {Garvesh Raskutti and
Martin J. Wainwright and
Bin Yu},
title = {Minimax-Optimal Rates For Sparse Additive Models Over Kernel Classes
Via Convex Programming},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {389--427},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2188398},
doi = {10.5555/2503308.2188398},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/RaskuttiWY12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/RaykarY12,
author = {Vikas C. Raykar and
Shipeng Yu},
title = {Eliminating Spammers and Ranking Annotators for Crowdsourced Labeling
Tasks},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {491--518},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2188401},
doi = {10.5555/2503308.2188401},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/RaykarY12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Rejchel12,
author = {Wojciech Rejchel},
title = {On Ranking and Generalization Bounds},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {1373--1392},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2343690},
doi = {10.5555/2503308.2343690},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Rejchel12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/RieckWB12,
author = {Konrad Rieck and
Christian Wressnegger and
Alexander Bikadorov},
title = {Sally: a tool for embedding strings in vector spaces},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {3247--3251},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2503345},
doi = {10.5555/2503308.2503345},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/RieckWB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/RinaldoSNW12,
author = {Alessandro Rinaldo and
Aarti Singh and
Rebecca Nugent and
Larry A. Wasserman},
title = {Stability of density-based clustering},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {905--948},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2503309},
doi = {10.5555/2503308.2503309},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/RinaldoSNW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/RubinsteinR12,
author = {Benjamin I. P. Rubinstein and
J. Hyam Rubinstein},
title = {A Geometric Approach to Sample Compression},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {1221--1261},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2343686},
doi = {10.5555/2503308.2343686},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/RubinsteinR12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SabatoT12,
author = {Sivan Sabato and
Naftali Tishby},
title = {Multi-instance learning with any hypothesis class},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {2999--3039},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2503338},
doi = {10.5555/2503308.2503338},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SabatoT12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SalmanB12,
author = {Tamer Salman and
Yoram Baram},
title = {Quantum set intersection and its application to associative memory},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {3177--3206},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2503343},
doi = {10.5555/2503308.2503343},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SalmanB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SchnitzerFSW12,
author = {Dominik Schnitzer and
Arthur Flexer and
Markus Schedl and
Gerhard Widmer},
title = {Local and global scaling reduce hubs in space},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {2871--2902},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2503333},
doi = {10.5555/2503308.2503333},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SchnitzerFSW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ShalitWC12,
author = {Uri Shalit and
Daphna Weinshall and
Gal Chechik},
title = {Online Learning in the Embedded Manifold of Low-rank Matrices},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {429--458},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2188399},
doi = {10.5555/2503308.2188399},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ShalitWC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ShenKWH12,
author = {Chunhua Shen and
Junae Kim and
Lei Wang and
Anton van den Hengel},
title = {Positive Semidefinite Metric Learning Using Boosting-like Algorithms},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {1007--1036},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2343679},
doi = {10.5555/2503308.2343679},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ShenKWH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SkolidisS12,
author = {Grigorios Skolidis and
Guido Sanguinetti},
title = {A Case Study on Meta-Generalising: {A} Gaussian Processes Approach},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {691--721},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2188409},
doi = {10.5555/2503308.2188409},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SkolidisS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SmedtD12,
author = {Tom De Smedt and
Walter Daelemans},
title = {Pattern for Python},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {2063--2067},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2343710},
doi = {10.5555/2503308.2343710},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SmedtD12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SnoekAL12a,
author = {Jasper Snoek and
Ryan P. Adams and
Hugo Larochelle},
title = {Nonparametric guidance of autoencoder representations using label
information},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {2567--2588},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2503324},
doi = {10.5555/2503308.2503324},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SnoekAL12a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SolnonAB12,
author = {Matthieu Solnon and
Sylvain Arlot and
Francis R. Bach},
title = {Multi-task regression using minimal penalties},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {2773--2812},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2503331},
doi = {10.5555/2503308.2503331},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SolnonAB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SongSGBB12,
author = {Le Song and
Alexander J. Smola and
Arthur Gretton and
Justin Bedo and
Karsten M. Borgwardt},
title = {Feature Selection via Dependence Maximization},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {1393--1434},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2343691},
doi = {10.5555/2503308.2343691},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SongSGBB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SuKFLY12,
author = {Xiaogang Su and
Joseph Kang and
Juanjuan Fan and
Richard A. Levine and
Xin Yan},
title = {Facilitating score and causal inference trees for large observational
studies},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {2955--2994},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2503336},
doi = {10.5555/2503308.2503336},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SuKFLY12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/TahanRS12,
author = {Gil Tahan and
Lior Rokach and
Yuval Shahar},
title = {Mal-ID: Automatic Malware Detection Using Common Segment Analysis
and Meta-Features},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {949--979},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2343677},
doi = {10.5555/2503308.2343677},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/TahanRS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/TamarCM12,
author = {Aviv Tamar and
Dotan Di Castro and
Ron Meir},
title = {Integrating a Partial Model into Model Free Reinforcement Learning},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {1927--1966},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2343705},
doi = {10.5555/2503308.2343705},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/TamarCM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Telgarsky12,
author = {Matus Telgarsky},
title = {A Primal-Dual Convergence Analysis of Boosting},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {561--606},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2188405},
doi = {10.5555/2503308.2188405},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Telgarsky12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/TsamardinosTL12,
author = {Ioannis Tsamardinos and
Sofia Triantafilou and
Vincenzo Lagani},
title = {Towards Integrative Causal Analysis of Heterogeneous Data Sets and
Studies},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {1097--1157},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2343683},
doi = {10.5555/2503308.2343683},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/TsamardinosTL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/VerstraetenSDBBP12,
author = {David Verstraeten and
Benjamin Schrauwen and
Sander Dieleman and
Philemon Brakel and
Pieter Buteneers and
Dejan Pecevski},
title = {Oger: modular learning architectures for large-scale sequential processing},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {2995--2998},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2503337},
doi = {10.5555/2503308.2503337},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/VerstraetenSDBBP12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/VoevodskiBRTX12,
author = {Konstantin Voevodski and
Maria{-}Florina Balcan and
Heiko R{\"{o}}glin and
Shang{-}Hua Teng and
Yu Xia},
title = {Active Clustering of Biological Sequences},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {203--225},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2188392},
doi = {10.5555/2503308.2188392},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/VoevodskiBRTX12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/WangCV12,
author = {Zhuang Wang and
Koby Crammer and
Slobodan Vucetic},
title = {Breaking the curse of kernelization: budgeted stochastic gradient
descent for large-scale {SVM} training},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {3103--3131},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2503341},
doi = {10.5555/2503308.2503341},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/WangCV12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/XueQ12,
author = {Lan Xue and
Annie Qu},
title = {Variable Selection in High-dimensional Varying-coefficient Models
with Global Optimality},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {1973--1998},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2343707},
doi = {10.5555/2503308.2343707},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/XueQ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/YanKMT12,
author = {Fei Yan and
Josef Kittler and
Krystian Mikolajczyk and
Muhammad Atif Tahir},
title = {Non-Sparse Multiple Kernel Fisher Discriminant Analysis},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {607--642},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2188406},
doi = {10.5555/2503308.2188406},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/YanKMT12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/YingL12,
author = {Yiming Ying and
Peng Li},
title = {Distance Metric Learning with Eigenvalue Optimization},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {1--26},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2188386},
doi = {10.5555/2503308.2188386},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/YingL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/YuanHL12,
author = {Guo{-}Xun Yuan and
Chia{-}Hua Ho and
Chih{-}Jen Lin},
title = {An Improved {GLMNET} for L1-regularized Logistic Regression},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {1999--2030},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2343708},
doi = {10.5555/2503308.2343708},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/YuanHL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Zeng12,
author = {Jia Zeng},
title = {A topic modeling toolbox using belief propagation},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {2233--2236},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2503314},
doi = {10.5555/2503308.2503314},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Zeng12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ZhangLDJ12,
author = {Zhihua Zhang and
Dehua Liu and
Guang Dai and
Michael I. Jordan},
title = {Coherence functions with applications in large-margin classification
methods},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {2705--2734},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2503329},
doi = {10.5555/2503308.2503329},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ZhangLDJ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ZhangSV12,
author = {Xinhua Zhang and
Ankan Saha and
S. V. N. Vishwanathan},
title = {Smoothing multivariate performance measures},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {3623--3680},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2503358},
doi = {10.5555/2503308.2503358},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ZhangSV12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ZhangWLJ12,
author = {Zhihua Zhang and
Shusen Wang and
Dehua Liu and
Michael I. Jordan},
title = {{EP-GIG} Priors and Applications in Bayesian Sparse Learning},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {2031--2061},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2343709},
doi = {10.5555/2503308.2343709},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ZhangWLJ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ZhangXZ12,
author = {Haizhang Zhang and
Yuesheng Xu and
Qinghui Zhang},
title = {Refinement of Operator-valued Reproducing Kernels},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {91--136},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2188389},
doi = {10.5555/2503308.2188389},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ZhangXZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ZhaoLRLW12,
author = {Tuo Zhao and
Han Liu and
Kathryn Roeder and
John D. Lafferty and
Larry A. Wasserman},
title = {The huge Package for High-dimensional Undirected Graph Estimation
in {R}},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {1059--1062},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2343681},
doi = {10.5555/2503308.2343681},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ZhaoLRLW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ZhuAX12,
author = {Jun Zhu and
Amr Ahmed and
Eric P. Xing},
title = {MedLDA: maximum margin supervised topic models},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {2237--2278},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2503315},
doi = {10.5555/2503308.2503315},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ZhuAX12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ZitnikZ12,
author = {Marinka Zitnik and
Blaz Zupan},
title = {{NIMFA:} {A} Python Library for Nonnegative Matrix Factorization},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {849--853},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2188415},
doi = {10.5555/2503308.2188415},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ZitnikZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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