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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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