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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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