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@article{DBLP:journals/jmlr/AbrahamsenH11,
  author       = {Trine Julie Abrahamsen and
                  Lars Kai Hansen},
  title        = {A Cure for Variance Inflation in High Dimensional Kernel Principal
                  Component Analysis},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {2027--2044},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2021065},
  doi          = {10.5555/1953048.2021065},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/AbrahamsenH11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/AflaloBBNR11,
  author       = {Jonathan Aflalo and
                  Aharon Ben{-}Tal and
                  Chiranjib Bhattacharyya and
                  Jagarlapudi Saketha Nath and
                  Raman Sankaran},
  title        = {Variable Sparsity Kernel Learning},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {565--592},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.1953065},
  doi          = {10.5555/1953048.1953065},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/AflaloBBNR11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/AlvarezL11,
  author       = {Mauricio A. {\'{A}}lvarez and
                  Neil D. Lawrence},
  title        = {Computationally Efficient Convolved Multiple Output Gaussian Processes},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {1459--1500},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2021048},
  doi          = {10.5555/1953048.2021048},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/AlvarezL11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BalasubramanianDL11a,
  author       = {Krishnakumar Balasubramanian and
                  Pinar Donmez and
                  Guy Lebanon},
  title        = {Unsupervised Supervised Learning {II:} Margin-Based Classification
                  Without Labels},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {3119--3145},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2078206},
  doi          = {10.5555/1953048.2078206},
  timestamp    = {Mon, 13 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/BalasubramanianDL11a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BellePSH11,
  author       = {Vanya Van Belle and
                  Kristiaan Pelckmans and
                  Johan A. K. Suykens and
                  Sabine Van Huffel},
  title        = {Learning Transformation Models for Ranking and Survival Analysis},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {819--862},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2021030},
  doi          = {10.5555/1953048.2021030},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/BellePSH11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BigotBLM11,
  author       = {J{\'{e}}r{\'{e}}mie Bigot and
                  Rolando J. Biscay and
                  Jean{-}Michel Loubes and
                  Lilian Mu{\~{n}}iz{-}Alvarez},
  title        = {Group Lasso Estimation of High-dimensional Covariance Matrices},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {3187--3225},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2078208},
  doi          = {10.5555/1953048.2078208},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/BigotBLM11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BleiF11,
  author       = {David M. Blei and
                  Peter I. Frazier},
  title        = {Distance Dependent Chinese Restaurant Processes},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {2461--2488},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2078184},
  doi          = {10.5555/1953048.2078184},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/BleiF11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BrabanterBSM11,
  author       = {Kris De Brabanter and
                  Jos De Brabanter and
                  Johan A. K. Suykens and
                  Bart De Moor},
  title        = {Kernel Regression in the Presence of Correlated Errors},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {1955--1976},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2021062},
  doi          = {10.5555/1953048.2021062},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/BrabanterBSM11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BubeckMSS11,
  author       = {S{\'{e}}bastien Bubeck and
                  R{\'{e}}mi Munos and
                  Gilles Stoltz and
                  Csaba Szepesv{\'{a}}ri},
  title        = {\emph{X}-Armed Bandits},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {1655--1695},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2021053},
  doi          = {10.5555/1953048.2021053},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/BubeckMSS11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Bull11,
  author       = {Adam D. Bull},
  title        = {Convergence Rates of Efficient Global Optimization Algorithms},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {2879--2904},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2078198},
  doi          = {10.5555/1953048.2078198},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/Bull11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/CamposJ11,
  author       = {Cassio P. de Campos and
                  Qiang Ji},
  title        = {Efficient Structure Learning of Bayesian Networks using Constraints},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {663--689},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2021027},
  doi          = {10.5555/1953048.2021027},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/CamposJ11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/CarvalhoROM11,
  author       = {Alexandra M. Carvalho and
                  Teemu Roos and
                  Arlindo L. Oliveira and
                  Petri Myllym{\"{a}}ki},
  title        = {Discriminative Learning of Bayesian Networks via Factorized Conditional
                  Log-Likelihood},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {2181--2210},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2021070},
  doi          = {10.5555/1953048.2021070},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/CarvalhoROM11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Cesa-BianchiSS11,
  author       = {Nicol{\`{o}} Cesa{-}Bianchi and
                  Shai Shalev{-}Shwartz and
                  Ohad Shamir},
  title        = {Efficient Learning with Partially Observed Attributes},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {2857--2878},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2078197},
  doi          = {10.5555/1953048.2078197},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/Cesa-BianchiSS11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ChaudhuriMS11,
  author       = {Kamalika Chaudhuri and
                  Claire Monteleoni and
                  Anand D. Sarwate},
  title        = {Differentially Private Empirical Risk Minimization},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {1069--1109},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2021036},
  doi          = {10.5555/1953048.2021036},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/ChaudhuriMS11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ChoiK11,
  author       = {Jaedeug Choi and
                  Kee{-}Eung Kim},
  title        = {Inverse Reinforcement Learning in Partially Observable Environments},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {691--730},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2021028},
  doi          = {10.5555/1953048.2021028},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/ChoiK11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ChoiTAW11,
  author       = {Myung Jin Choi and
                  Vincent Y. F. Tan and
                  Animashree Anandkumar and
                  Alan S. Willsky},
  title        = {Learning Latent Tree Graphical Models},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {1771--1812},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2021056},
  doi          = {10.5555/1953048.2021056},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/ChoiTAW11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/CollobertWBKKK11,
  author       = {Ronan Collobert and
                  Jason Weston and
                  L{\'{e}}on Bottou and
                  Michael Karlen and
                  Koray Kavukcuoglu and
                  Pavel P. Kuksa},
  title        = {Natural Language Processing (Almost) from Scratch},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {2493--2537},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2078186},
  doi          = {10.5555/1953048.2078186},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/CollobertWBKKK11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/CourST11,
  author       = {Timoth{\'{e}}e Cour and
                  Benjamin Sapp and
                  Ben Taskar},
  title        = {Learning from Partial Labels},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {1501--1536},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2021049},
  doi          = {10.5555/1953048.2021049},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/CourST11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/CsekeH11,
  author       = {Botond Cseke and
                  Tom Heskes},
  title        = {Approximate Marginals in Latent Gaussian Models},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {417--454},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.1953061},
  doi          = {10.5555/1953048.1953061},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/CsekeH11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/DhillonFU11,
  author       = {Paramveer S. Dhillon and
                  Dean P. Foster and
                  Lyle H. Ungar},
  title        = {Minimum Description Length Penalization for Group and Multi-Task Sparse
                  Learning},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {525--564},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.1953064},
  doi          = {10.5555/1953048.1953064},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/DhillonFU11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/DuchiHS11,
  author       = {John C. Duchi and
                  Elad Hazan and
                  Yoram Singer},
  title        = {Adaptive Subgradient Methods for Online Learning and Stochastic Optimization},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {2121--2159},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2021068},
  doi          = {10.5555/1953048.2021068},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/DuchiHS11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ErtekinR11,
  author       = {Seyda Ertekin and
                  Cynthia Rudin},
  title        = {On Equivalence Relationships Between Classification and Ranking Algorithms},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {2905--2929},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2078199},
  doi          = {10.5555/1953048.2078199},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/ErtekinR11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/GaiffasL11,
  author       = {St{\'{e}}phane Ga{\"{\i}}ffas and
                  Guillaume Lecu{\'{e}}},
  title        = {Hyper-Sparse Optimal Aggregation},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {1813--1833},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2021057},
  doi          = {10.5555/1953048.2021057},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/GaiffasL11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Gashler11,
  author       = {Michael Gashler},
  title        = {\emph{Waffles}: {A} Machine Learning Toolkit},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {2383--2387},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2021076},
  doi          = {10.5555/1953048.2021076},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/Gashler11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/GillenwaterGGPT11,
  author       = {Jennifer Gillenwater and
                  Kuzman Ganchev and
                  Jo{\~{a}}o Gra{\c{c}}a and
                  Fernando Pereira and
                  Ben Taskar},
  title        = {Posterior Sparsity in Unsupervised Dependency Parsing},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {455--490},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.1953062},
  doi          = {10.5555/1953048.1953062},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/GillenwaterGGPT11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/GlowackaSCHJ11,
  author       = {Dorota Glowacka and
                  John Shawe{-}Taylor and
                  Alexander Clark and
                  Colin de la Higuera and
                  Mark Johnson},
  title        = {Introduction to the Special Topic on Grammar Induction, Representation
                  of Language and Language Learning},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {1425--1428},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2021046},
  doi          = {10.5555/1953048.2021046},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/GlowackaSCHJ11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/GoldwaterGJ11,
  author       = {Sharon Goldwater and
                  Thomas L. Griffiths and
                  Mark Johnson},
  title        = {Producing Power-Law Distributions and Damping Word Frequencies with
                  Two-Stage Language Models},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {2335--2382},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2021075},
  doi          = {10.5555/1953048.2021075},
  timestamp    = {Thu, 28 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/GoldwaterGJ11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/GonenA11,
  author       = {Mehmet G{\"{o}}nen and
                  Ethem Alpaydin},
  title        = {Multiple Kernel Learning Algorithms},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {2211--2268},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2021071},
  doi          = {10.5555/1953048.2021071},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/GonenA11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/GriffithsG11,
  author       = {Thomas L. Griffiths and
                  Zoubin Ghahramani},
  title        = {The Indian Buffet Process: An Introduction and Review},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {1185--1224},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2021039},
  doi          = {10.5555/1953048.2021039},
  timestamp    = {Thu, 28 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/GriffithsG11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HahslerCHB11,
  author       = {Michael Hahsler and
                  Sudheer Chelluboina and
                  Kurt Hornik and
                  Christian Buchta},
  title        = {The arules R-Package Ecosystem: Analyzing Interesting Patterns from
                  Large Transaction Data Sets},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {2021--2025},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2021064},
  doi          = {10.5555/1953048.2021064},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/HahslerCHB11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HannahBP11,
  author       = {Lauren Hannah and
                  David M. Blei and
                  Warren B. Powell},
  title        = {Dirichlet Process Mixtures of Generalized Linear Models},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {1923--1953},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2021061},
  doi          = {10.5555/1953048.2021061},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/HannahBP11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HazanK11,
  author       = {Elad Hazan and
                  Satyen Kale},
  title        = {Better Algorithms for Benign Bandits},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {1287--1311},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2021042},
  doi          = {10.5555/1953048.2021042},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/HazanK11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HenaoW11,
  author       = {Ricardo Henao and
                  Ole Winther},
  title        = {Sparse Linear Identifiable Multivariate Modeling},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {863--905},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2021031},
  doi          = {10.5555/1953048.2021031},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/HenaoW11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HuangF11,
  author       = {Jim C. Huang and
                  Brendan J. Frey},
  title        = {Cumulative Distribution Networks and the Derivative-sum-product Algorithm:
                  Models and Inference for Cumulative Distribution Functions on Graphs},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {301--348},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.1953058},
  doi          = {10.5555/1953048.1953058},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/HuangF11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HuangZM11,
  author       = {Junzhou Huang and
                  Tong Zhang and
                  Dimitris N. Metaxas},
  title        = {Learning with Structured Sparsity},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {3371--3412},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2078213},
  doi          = {10.5555/1953048.2078213},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/HuangZM11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Jebara11,
  author       = {Tony Jebara},
  title        = {Multitask Sparsity via Maximum Entropy Discrimination},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {75--110},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.1953052},
  doi          = {10.5555/1953048.1953052},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/Jebara11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/JenattonAB11,
  author       = {Rodolphe Jenatton and
                  Jean{-}Yves Audibert and
                  Francis R. Bach},
  title        = {Structured Variable Selection with Sparsity-Inducing Norms},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {2777--2824},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2078194},
  doi          = {10.5555/1953048.2078194},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/JenattonAB11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/JenattonMOB11,
  author       = {Rodolphe Jenatton and
                  Julien Mairal and
                  Guillaume Obozinski and
                  Francis R. Bach},
  title        = {Proximal Methods for Hierarchical Sparse Coding},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {2297--2334},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2021074},
  doi          = {10.5555/1953048.2021074},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/JenattonMOB11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/JylankiVV11,
  author       = {Pasi Jyl{\"{a}}nki and
                  Jarno Vanhatalo and
                  Aki Vehtari},
  title        = {Robust Gaussian Process Regression with a Student-\emph{t} Likelihood},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {3227--3257},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2078209},
  doi          = {10.5555/1953048.2078209},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/JylankiVV11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/KloftBSZ11,
  author       = {Marius Kloft and
                  Ulf Brefeld and
                  S{\"{o}}ren Sonnenburg and
                  Alexander Zien},
  title        = {\emph{l\({}_{\mbox{p}}\)}-Norm Multiple Kernel Learning},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {953--997},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2021033},
  doi          = {10.5555/1953048.2021033},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/KloftBSZ11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/KolarLW11,
  author       = {Mladen Kolar and
                  John D. Lafferty and
                  Larry A. Wasserman},
  title        = {Union Support Recovery in Multi-task Learning},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {2415--2435},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2021079},
  doi          = {10.5555/1953048.2021079},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/KolarLW11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/KumarVT11,
  author       = {M. Pawan Kumar and
                  Olga Veksler and
                  Philip H. S. Torr},
  title        = {Improved Moves for Truncated Convex Models},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {31--67},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.1953050},
  doi          = {10.5555/1953048.1953050},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/KumarVT11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LauerG11,
  author       = {Fabien Lauer and
                  Yann Guermeur},
  title        = {MSVMpack: {A} Multi-Class Support Vector Machine Package},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {2293--2296},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2021073},
  doi          = {10.5555/1953048.2021073},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/LauerG11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LichtenwalterC11,
  author       = {Ryan Lichtenwalter and
                  Nitesh V. Chawla},
  title        = {LPmade: Link Prediction Made Easy},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {2489--2492},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2078185},
  doi          = {10.5555/1953048.2078185},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/LichtenwalterC11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LiuXGGLW11,
  author       = {Han Liu and
                  Min Xu and
                  Haijie Gu and
                  Anupam Gupta and
                  John D. Lafferty and
                  Larry A. Wasserman},
  title        = {Forest Density Estimation},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {907--951},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2021032},
  doi          = {10.5555/1953048.2021032},
  timestamp    = {Thu, 11 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/LiuXGGLW11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MairalJOB11,
  author       = {Julien Mairal and
                  Rodolphe Jenatton and
                  Guillaume Obozinski and
                  Francis R. Bach},
  title        = {Convex and Network Flow Optimization for Structured Sparsity},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {2681--2720},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2078191},
  doi          = {10.5555/1953048.2078191},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/MairalJOB11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/McAuleyC11,
  author       = {Julian J. McAuley and
                  Tib{\'{e}}rio S. Caetano},
  title        = {Faster Algorithms for Max-Product Message-Passing},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {1349--1388},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2021044},
  doi          = {10.5555/1953048.2021044},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/McAuleyC11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/McFeeL11,
  author       = {Brian McFee and
                  Gert R. G. Lanckriet},
  title        = {Learning Multi-modal Similarity},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {491--523},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.1953063},
  doi          = {10.5555/1953048.1953063},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/McFeeL11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MelacciB11,
  author       = {Stefano Melacci and
                  Mikhail Belkin},
  title        = {Laplacian Support Vector Machines Trained in the Primal},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {1149--1184},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2021038},
  doi          = {10.5555/1953048.2021038},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/MelacciB11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MelnykovM11,
  author       = {Volodymyr Melnykov and
                  Ranjan Maitra},
  title        = {{CARP:} Software for Fishing Out Good Clustering Algorithms},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {69--73},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.1953051},
  doi          = {10.5555/1953048.1953051},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/MelnykovM11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MesPF11,
  author       = {Martijn R. K. Mes and
                  Warren B. Powell and
                  Peter I. Frazier},
  title        = {Hierarchical Knowledge Gradient for Sequential Sampling},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {2931--2974},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2078200},
  doi          = {10.5555/1953048.2078200},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/MesPF11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MeyerBS11,
  author       = {Gilles Meyer and
                  Silv{\`{e}}re Bonnabel and
                  Rodolphe Sepulchre},
  title        = {Regression on Fixed-Rank Positive Semidefinite Matrices: {A} Riemannian
                  Approach},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {593--625},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.1953066},
  doi          = {10.5555/1953048.1953066},
  timestamp    = {Tue, 11 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/MeyerBS11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MontavonBM11,
  author       = {Gr{\'{e}}goire Montavon and
                  Mikio L. Braun and
                  Klaus{-}Robert M{\"{u}}ller},
  title        = {Kernel Analysis of Deep Networks},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {2563--2581},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2078188},
  doi          = {10.5555/1953048.2078188},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/MontavonBM11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MullerBMKM11,
  author       = {Jan Saputra M{\"{u}}ller and
                  Paul von B{\"{u}}nau and
                  Frank C. Meinecke and
                  Franz J. Kir{\'{a}}ly and
                  Klaus{-}Robert M{\"{u}}ller},
  title        = {The Stationary Subspace Analysis Toolbox},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {3065--3069},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2078203},
  doi          = {10.5555/1953048.2078203},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/MullerBMKM11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/NakajimaS11,
  author       = {Shinichi Nakajima and
                  Masashi Sugiyama},
  title        = {Theoretical Analysis of Bayesian Matrix Factorization},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {2583--2648},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2078189},
  doi          = {10.5555/1953048.2078189},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/NakajimaS11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/NiSSN11,
  author       = {Yizhao Ni and
                  Craig Saunders and
                  S{\'{a}}ndor Szedm{\'{a}}k and
                  Mahesan Niranjan},
  title        = {Exploitation of Machine Learning Techniques in Modelling Phrase Movements
                  for Machine Translation},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {1--30},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.1953049},
  doi          = {10.5555/1953048.1953049},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/NiSSN11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/OmlorG11,
  author       = {Lars Omlor and
                  Martin A. Giese},
  title        = {Anechoic Blind Source Separation Using Wigner Marginals},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {1111--1148},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2021037},
  doi          = {10.5555/1953048.2021037},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/OmlorG11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/OzertemE11,
  author       = {Umut Ozertem and
                  Deniz Erdogmus},
  title        = {Locally Defined Principal Curves and Surfaces},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {1249--1286},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2021041},
  doi          = {10.5555/1953048.2021041},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/OzertemE11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ParkHD11,
  author       = {Chiwoo Park and
                  Jianhua Z. Huang and
                  Yu Ding},
  title        = {Domain Decomposition Approach for Fast Gaussian Process Regression
                  of Large Spatial Data Sets},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {1697--1728},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2021054},
  doi          = {10.5555/1953048.2021054},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/ParkHD11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Patra11,
  author       = {Beno{\^{\i}}t Patra},
  title        = {Convergence of Distributed Asynchronous Learning Vector Quantization
                  Algorithms},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {3431--3466},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2185804},
  doi          = {10.5555/1953048.2185804},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/Patra11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/PedregosaVGMTGBPWDVPCBPD11,
  author       = {Fabian Pedregosa and
                  Ga{\"{e}}l Varoquaux and
                  Alexandre Gramfort and
                  Vincent Michel and
                  Bertrand Thirion and
                  Olivier Grisel and
                  Mathieu Blondel and
                  Peter Prettenhofer and
                  Ron Weiss and
                  Vincent Dubourg and
                  Jake VanderPlas and
                  Alexandre Passos and
                  David Cournapeau and
                  Matthieu Brucher and
                  Matthieu Perrot and
                  Edouard Duchesnay},
  title        = {Scikit-learn: Machine Learning in Python},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {2825--2830},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2078195},
  doi          = {10.5555/1953048.2078195},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/PedregosaVGMTGBPWDVPCBPD11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/PelletierP11,
  author       = {Bruno Pelletier and
                  Pierre Pudlo},
  title        = {Operator Norm Convergence of Spectral Clustering on Level Sets},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {385--416},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.1953060},
  doi          = {10.5555/1953048.1953060},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/PelletierP11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Perchet11,
  author       = {Vianney Perchet},
  title        = {Internal Regret with Partial Monitoring: Calibration-Based Optimal
                  Algorithms},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {1893--1921},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2021060},
  doi          = {10.5555/1953048.2021060},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/Perchet11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/PetrikZ11,
  author       = {Marek Petrik and
                  Shlomo Zilberstein},
  title        = {Robust Approximate Bilinear Programming for Value Function Approximation},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {3027--3063},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2078202},
  doi          = {10.5555/1953048.2078202},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/PetrikZ11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Recht11,
  author       = {Benjamin Recht},
  title        = {A Simpler Approach to Matrix Completion},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {3413--3430},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2185803},
  doi          = {10.5555/1953048.2185803},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/Recht11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ReidW11,
  author       = {Mark D. Reid and
                  Robert C. Williamson},
  title        = {Information, Divergence and Risk for Binary Experiments},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {731--817},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2021029},
  doi          = {10.5555/1953048.2021029},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/ReidW11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/RenDCD11,
  author       = {Lu Ren and
                  Lan Du and
                  Lawrence Carin and
                  David B. Dunson},
  title        = {Logistic Stick-Breaking Process},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {203--239},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.1953055},
  doi          = {10.5555/1953048.1953055},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/RenDCD11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/RigolletT11a,
  author       = {Philippe Rigollet and
                  Xin Tong},
  title        = {Neyman-Pearson Classification, Convexity and Stochastic Constraints},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {2831--2855},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2078196},
  doi          = {10.5555/1953048.2078196},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/RigolletT11a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/RossPCK11,
  author       = {St{\'{e}}phane Ross and
                  Joelle Pineau and
                  Brahim Chaib{-}draa and
                  Pierre Kreitmann},
  title        = {A Bayesian Approach for Learning and Planning in Partially Observable
                  Markov Decision Processes},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {1729--1770},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2021055},
  doi          = {10.5555/1953048.2021055},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/RossPCK11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Ryabko11,
  author       = {Daniil Ryabko},
  title        = {On the Relation between Realizable and Nonrealizable Cases of the
                  Sequence Prediction Problem},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {2161--2180},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2021069},
  doi          = {10.5555/1953048.2021069},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/Ryabko11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SeijenWHW11,
  author       = {Harm van Seijen and
                  Shimon Whiteson and
                  Hado van Hasselt and
                  Marco A. Wiering},
  title        = {Exploiting Best-Match Equations for Efficient Reinforcement Learning},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {2045--2094},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2021066},
  doi          = {10.5555/1953048.2021066},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/SeijenWHW11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Shalev-ShwartzT11,
  author       = {Shai Shalev{-}Shwartz and
                  Ambuj Tewari},
  title        = {Stochastic Methods for \emph{l}\({}_{\mbox{1}}\)-regularized Loss
                  Minimization},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {1865--1892},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2021059},
  doi          = {10.5555/1953048.2021059},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/Shalev-ShwartzT11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ShervashidzeSLMB11,
  author       = {Nino Shervashidze and
                  Pascal Schweitzer and
                  Erik Jan van Leeuwen and
                  Kurt Mehlhorn and
                  Karsten M. Borgwardt},
  title        = {Weisfeiler-Lehman Graph Kernels},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {2539--2561},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2078187},
  doi          = {10.5555/1953048.2078187},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/ShervashidzeSLMB11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ShimizuISHKWHB11,
  author       = {Shohei Shimizu and
                  Takanori Inazumi and
                  Yasuhiro Sogawa and
                  Aapo Hyv{\"{a}}rinen and
                  Yoshinobu Kawahara and
                  Takashi Washio and
                  Patrik O. Hoyer and
                  Kenneth Bollen},
  title        = {DirectLiNGAM: {A} Direct Method for Learning a Linear Non-Gaussian
                  Structural Equation Model},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {1225--1248},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2021040},
  doi          = {10.5555/1953048.2021040},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/ShimizuISHKWHB11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SrinivasanR11,
  author       = {Ashwin Srinivasan and
                  Ganesh Ramakrishnan},
  title        = {Parameter Screening and Optimisation for {ILP} using Designed Experiments},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {627--662},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.1953067},
  doi          = {10.5555/1953048.1953067},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/SrinivasanR11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SriperumbudurFL11,
  author       = {Bharath K. Sriperumbudur and
                  Kenji Fukumizu and
                  Gert R. G. Lanckriet},
  title        = {Universality, Characteristic Kernels and {RKHS} Embedding of Measures},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {2389--2410},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2021077},
  doi          = {10.5555/1953048.2021077},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/SriperumbudurFL11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SteinwartHS11,
  author       = {Ingo Steinwart and
                  Don R. Hush and
                  Clint Scovel},
  title        = {Training SVMs Without Offset},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {141--202},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.1953054},
  doi          = {10.5555/1953048.1953054},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/SteinwartHS11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SubramanyaB11,
  author       = {Amarnag Subramanya and
                  Jeff A. Bilmes},
  title        = {Semi-Supervised Learning with Measure Propagation},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {3311--3370},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2078212},
  doi          = {10.5555/1953048.2078212},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/SubramanyaB11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SumerAIM11,
  author       = {{\"{O}}zg{\"{u}}r S{\"{u}}mer and
                  Umut A. Acar and
                  Alexander T. Ihler and
                  Ramgopal R. Mettu},
  title        = {Adaptive Exact Inference in Graphical Models},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {3147--3186},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2078207},
  doi          = {10.5555/1953048.2078207},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/SumerAIM11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SyedG11,
  author       = {Zeeshan Syed and
                  John V. Guttag},
  title        = {Unsupervised Similarity-Based Risk Stratification for Cardiovascular
                  Events Using Long-Term Time-Series Data},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {999--1024},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2021034},
  doi          = {10.5555/1953048.2021034},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/SyedG11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/TamadaIM11,
  author       = {Yoshinori Tamada and
                  Seiya Imoto and
                  Satoru Miyano},
  title        = {Parallel Algorithm for Learning Optimal Bayesian Network Structure},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {2437--2459},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2021080},
  doi          = {10.5555/1953048.2021080},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/TamadaIM11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/TanAW11,
  author       = {Vincent Y. F. Tan and
                  Animashree Anandkumar and
                  Alan S. Willsky},
  title        = {Learning High-Dimensional Markov Forest Distributions: Analysis of
                  Error Rates},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {1617--1653},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2021052},
  doi          = {10.5555/1953048.2021052},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/TanAW11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/TaylorHR11,
  author       = {Graham W. Taylor and
                  Geoffrey E. Hinton and
                  Sam T. Roweis},
  title        = {Two Distributed-State Models For Generating High-Dimensional Time
                  Series},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {1025--1068},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2021035},
  doi          = {10.5555/1953048.2021035},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/TaylorHR11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/TheisGSB11,
  author       = {Lucas Theis and
                  Sebastian Gerwinn and
                  Fabian H. Sinz and
                  Matthias Bethge},
  title        = {In All Likelihood, Deep Belief Is Not Enough},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {3071--3096},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2078204},
  doi          = {10.5555/1953048.2078204},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/TheisGSB11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/TomiokaSS11,
  author       = {Ryota Tomioka and
                  Taiji Suzuki and
                  Masashi Sugiyama},
  title        = {Super-Linear Convergence of Dual Augmented Lagrangian Algorithm for
                  Sparsity Regularized Estimation},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {1537--1586},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2021050},
  doi          = {10.5555/1953048.2021050},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/TomiokaSS11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/TsoumakasXVV11,
  author       = {Grigorios Tsoumakas and
                  Eleftherios Spyromitros Xioufis and
                  Jozef Vilcek and
                  Ioannis P. Vlahavas},
  title        = {{MULAN:} {A} Java Library for Multi-Label Learning},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {2411--2414},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2021078},
  doi          = {10.5555/1953048.2021078},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/TsoumakasXVV11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/UenoMKI11,
  author       = {Tsuyoshi Ueno and
                  Shin{-}ichi Maeda and
                  Motoaki Kawanabe and
                  Shin Ishii},
  title        = {Generalized {TD} Learning},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {1977--2020},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2021063},
  doi          = {10.5555/1953048.2021063},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/UenoMKI11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Ukkonen11,
  author       = {Antti Ukkonen},
  title        = {Clustering Algorithms for Chains},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {1389--1423},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2021045},
  doi          = {10.5555/1953048.2021045},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/Ukkonen11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/VaartZ11,
  author       = {Aad van der Vaart and
                  Harry van Zanten},
  title        = {Information Rates of Nonparametric Gaussian Process Methods},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {2095--2119},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2021067},
  doi          = {10.5555/1953048.2021067},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/VaartZ11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/VainsencherMB11a,
  author       = {Daniel Vainsencher and
                  Shie Mannor and
                  Alfred M. Bruckstein},
  title        = {The Sample Complexity of Dictionary Learning},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {3259--3281},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2078210},
  doi          = {10.5555/1953048.2078210},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/VainsencherMB11a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Vyugin11,
  author       = {Vladimir V. V'yugin},
  title        = {Online Learning in Case of Unbounded Losses Using Follow the Perturbed
                  Leader Algorithm},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {241--266},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.1953056},
  doi          = {10.5555/1953048.1953056},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/Vyugin11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Wang11,
  author       = {Liwei Wang},
  title        = {Smoothness, Disagreement Coefficient, and the Label Complexity of
                  Agnostic Active Learning},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {2269--2292},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2021072},
  doi          = {10.5555/1953048.2021072},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/Wang11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/WangSJYZF11,
  author       = {Liwei Wang and
                  Masashi Sugiyama and
                  Zhaoxiang Jing and
                  Cheng Yang and
                  Zhi{-}Hua Zhou and
                  Jufu Feng},
  title        = {A Refined Margin Analysis for Boosting Algorithms via Equilibrium
                  Margin},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {1835--1863},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2021058},
  doi          = {10.5555/1953048.2021058},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/WangSJYZF11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/WangSP11,
  author       = {Huixin Wang and
                  Xiaotong Shen and
                  Wei Pan},
  title        = {Large Margin Hierarchical Classification with Mutually Exclusive Class
                  Membership},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {2721--2748},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2078192},
  doi          = {10.5555/1953048.2078192},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/WangSP11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/WengL11,
  author       = {Ruby C. Weng and
                  Chih{-}Jen Lin},
  title        = {A Bayesian Approximation Method for Online Ranking},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {267--300},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.1953057},
  doi          = {10.5555/1953048.1953057},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/WengL11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/WuTR11,
  author       = {Jianxin Wu and
                  Wei{-}Chian Tan and
                  James M. Rehg},
  title        = {Efficient and Effective Visual Codebook Generation Using Additive
                  Kernels},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {3097--3118},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2078205},
  doi          = {10.5555/1953048.2078205},
  timestamp    = {Tue, 20 Sep 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/WuTR11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/WuXLO11,
  author       = {Wei Wu and
                  Jun Xu and
                  Hang Li and
                  Satoshi Oyama},
  title        = {Learning a Robust Relevance Model for Search Using Kernel Methods},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {1429--1458},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2021047},
  doi          = {10.5555/1953048.2021047},
  timestamp    = {Mon, 12 Sep 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/WuXLO11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/YuKRR11,
  author       = {Shipeng Yu and
                  Balaji Krishnapuram and
                  R{\'{o}}mer Rosales and
                  R. Bharat Rao},
  title        = {Bayesian Co-Training},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {2649--2680},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2078190},
  doi          = {10.5555/1953048.2078190},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/YuKRR11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ZavitsanosPV11,
  author       = {Elias Zavitsanos and
                  Georgios Paliouras and
                  George A. Vouros},
  title        = {Non-Parametric Estimation of Topic Hierarchies from Texts with Hierarchical
                  Dirichlet Processes},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {2749--2775},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2078193},
  doi          = {10.5555/1953048.2078193},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/ZavitsanosPV11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ZhangDJ11,
  author       = {Zhihua Zhang and
                  Guang Dai and
                  Michael I. Jordan},
  title        = {Bayesian Generalized Kernel Mixed Models},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {111--139},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.1953053},
  doi          = {10.5555/1953048.1953053},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/ZhangDJ11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ZhaoHJ11,
  author       = {Peilin Zhao and
                  Steven C. H. Hoi and
                  Rong Jin},
  title        = {Double Updating Online Learning},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {1587--1615},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2021051},
  doi          = {10.5555/1953048.2021051},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/ZhaoHJ11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ZhouRXB11,
  author       = {Shuheng Zhou and
                  Philipp R{\"{u}}timann and
                  Min Xu and
                  Peter B{\"{u}}hlmann},
  title        = {High-dimensional Covariance Estimation Based On Gaussian Graphical
                  Models},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {2975--3026},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2078201},
  doi          = {10.5555/1953048.2078201},
  timestamp    = {Thu, 11 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/ZhouRXB11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ZhuangTH11,
  author       = {Jinfeng Zhuang and
                  Ivor W. Tsang and
                  Steven C. H. Hoi},
  title        = {A Family of Simple Non-Parametric Kernel Learning Algorithms},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {1313--1347},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2021043},
  doi          = {10.5555/1953048.2021043},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/ZhuangTH11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ZillesLHZ11,
  author       = {Sandra Zilles and
                  Steffen Lange and
                  Robert Holte and
                  Martin Zinkevich},
  title        = {Models of Cooperative Teaching and Learning},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {349--384},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.1953059},
  doi          = {10.5555/1953048.1953059},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/ZillesLHZ11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Zwiernik11,
  author       = {Piotr Zwiernik},
  title        = {An Asymptotic Behaviour of the Marginal Likelihood for General Markov
                  Models},
  journal      = {J. Mach. Learn. Res.},
  volume       = {12},
  pages        = {3283--3310},
  year         = {2011},
  url          = {https://dl.acm.org/doi/10.5555/1953048.2078211},
  doi          = {10.5555/1953048.2078211},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/Zwiernik11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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