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@article{DBLP:journals/jmlr/AliferisSTMK10,
author = {Constantin F. Aliferis and
Alexander R. Statnikov and
Ioannis Tsamardinos and
Subramani Mani and
Xenofon D. Koutsoukos},
title = {Local Causal and Markov Blanket Induction for Causal Discovery and
Feature Selection for Classification Part {I:} Algorithms and Empirical
Evaluation},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {171--234},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1756013},
doi = {10.5555/1756006.1756013},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/AliferisSTMK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/AliferisSTMK10a,
author = {Constantin F. Aliferis and
Alexander R. Statnikov and
Ioannis Tsamardinos and
Subramani Mani and
Xenofon D. Koutsoukos},
title = {Local Causal and Markov Blanket Induction for Causal Discovery and
Feature Selection for Classification Part {II:} Analysis and Extensions},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {235--284},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1756014},
doi = {10.5555/1756006.1756014},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/AliferisSTMK10a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Aoyagi10,
author = {Miki Aoyagi},
title = {Stochastic Complexity and Generalization Error of a Restricted Boltzmann
Machine in Bayesian Estimation},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {1243--1272},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1859892},
doi = {10.5555/1756006.1859892},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Aoyagi10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ArgyriouMP10,
author = {Andreas Argyriou and
Charles A. Micchelli and
Massimiliano Pontil},
title = {On Spectral Learning},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {935--953},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1756037},
doi = {10.5555/1756006.1756037},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ArgyriouMP10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/AudibertB10,
author = {Jean{-}Yves Audibert and
S{\'{e}}bastien Bubeck},
title = {Regret Bounds and Minimax Policies under Partial Monitoring},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {2785--2836},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1953023},
doi = {10.5555/1756006.1953023},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/AudibertB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BaehrensSHKHM10,
author = {David Baehrens and
Timon Schroeter and
Stefan Harmeling and
Motoaki Kawanabe and
Katja Hansen and
Klaus{-}Robert M{\"{u}}ller},
title = {How to Explain Individual Classification Decisions},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {1803--1831},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1859912},
doi = {10.5555/1756006.1859912},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BaehrensSHKHM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Ben-HaimT10,
author = {Yael Ben{-}Haim and
Elad Tom{-}Tov},
title = {A Streaming Parallel Decision Tree Algorithm},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {849--872},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1756034},
doi = {10.5555/1756006.1756034},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Ben-HaimT10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BiauCG10,
author = {G{\'{e}}rard Biau and
Fr{\'{e}}d{\'{e}}ric C{\'{e}}rou and
Arnaud Guyader},
title = {On the Rate of Convergence of the Bagged Nearest Neighbor Estimate},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {687--712},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1756028},
doi = {10.5555/1756006.1756028},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BiauCG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BifetHKP10,
author = {Albert Bifet and
Geoff Holmes and
Richard Kirkby and
Bernhard Pfahringer},
title = {{MOA:} Massive Online Analysis},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {1601--1604},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1859903},
doi = {10.5555/1756006.1859903},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BifetHKP10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BlanchardLS10,
author = {Gilles Blanchard and
Gyemin Lee and
Clayton Scott},
title = {Semi-Supervised Novelty Detection},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {2973--3009},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1953028},
doi = {10.5555/1756006.1953028},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BlanchardLS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BordesBGCS10,
author = {Antoine Bordes and
L{\'{e}}on Bottou and
Patrick Gallinari and
Jonathan D. Chang and
S. Alex Smith},
title = {Erratum: {SGDQN} is Less Careful than Expected},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {2229--2240},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1859928},
doi = {10.5555/1756006.1859928},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BordesBGCS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BouckaertFHHPRW10,
author = {Remco R. Bouckaert and
Eibe Frank and
Mark A. Hall and
Geoffrey Holmes and
Bernhard Pfahringer and
Peter Reutemann and
Ian H. Witten},
title = {{WEKA} - Experiences with a Java Open-Source Project},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {2533--2541},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1953016},
doi = {10.5555/1756006.1953016},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BouckaertFHHPRW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BouckaertHLS10,
author = {Remco R. Bouckaert and
Raymond Hemmecke and
Silvia Lindner and
Milan Studen{\'{y}}},
title = {Efficient Algorithms for Conditional Independence Inference},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {3453--3479},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1953041},
doi = {10.5555/1756006.1953041},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BouckaertHLS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/CarlssonM10,
author = {Gunnar E. Carlsson and
Facundo M{\'{e}}moli},
title = {Characterization, Stability and Convergence of Hierarchical Clustering
Methods},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {1425--1470},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1859898},
doi = {10.5555/1756006.1859898},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/CarlssonM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/CastroM10,
author = {Dotan Di Castro and
Ron Meir},
title = {A Convergent Online Single Time Scale Actor Critic Algorithm},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {367--410},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1756017},
doi = {10.5555/1756006.1756017},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/CastroM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/CavallantiCG10,
author = {Giovanni Cavallanti and
Nicol{\`{o}} Cesa{-}Bianchi and
Claudio Gentile},
title = {Linear Algorithms for Online Multitask Classification},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {2901--2934},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1953026},
doi = {10.5555/1756006.1953026},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/CavallantiCG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/CawleyT10,
author = {Gavin C. Cawley and
Nicola L. C. Talbot},
title = {On Over-fitting in Model Selection and Subsequent Selection Bias in
Performance Evaluation},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {2079--2107},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1859921},
doi = {10.5555/1756006.1859921},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/CawleyT10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ChangGLL10,
author = {Fu Chang and
Chien{-}Yang Guo and
Xiao{-}Rong Lin and
Chi{-}Jen Lu},
title = {Tree Decomposition for Large-Scale {SVM} Problems},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {2935--2972},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1953027},
doi = {10.5555/1756006.1953027},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ChangGLL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ChangHCRL10,
author = {Yin{-}Wen Chang and
Cho{-}Jui Hsieh and
Kai{-}Wei Chang and
Michael Ringgaard and
Chih{-}Jen Lin},
title = {Training and Testing Low-degree Polynomial Data Mappings via Linear
{SVM}},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {1471--1490},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1859899},
doi = {10.5555/1756006.1859899},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ChangHCRL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ChechikSSB10,
author = {Gal Chechik and
Varun Sharma and
Uri Shalit and
Samy Bengio},
title = {Large Scale Online Learning of Image Similarity Through Ranking},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {1109--1135},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1756042},
doi = {10.5555/1756006.1756042},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ChechikSSB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ChristoforouHSP10,
author = {Christoforos Christoforou and
Robert M. Haralick and
Paul Sajda and
Lucas C. Parra},
title = {Second-Order Bilinear Discriminant Analysis},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {665--685},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1756027},
doi = {10.5555/1756006.1756027},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ChristoforouHSP10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ClarkEH10,
author = {Alexander Clark and
R{\'{e}}mi Eyraud and
Amaury Habrard},
title = {Using Contextual Representations to Efficiently Learn Context-Free
Languages},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {2707--2744},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1953021},
doi = {10.5555/1756006.1953021},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ClarkEH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/CohenS10,
author = {Shay B. Cohen and
Noah A. Smith},
title = {Covariance in Unsupervised Learning of Probabilistic Grammars},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {3017--3051},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1953030},
doi = {10.5555/1756006.1953030},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/CohenS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/CohnBG10,
author = {Trevor Cohn and
Phil Blunsom and
Sharon Goldwater},
title = {Inducing Tree-Substitution Grammars},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {3053--3096},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1953031},
doi = {10.5555/1756006.1953031},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/CohnBG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/CohnEFK10,
author = {Ido Cohn and
Tal El{-}Hay and
Nir Friedman and
Raz Kupferman},
title = {Mean Field Variational Approximation for Continuous-Time Bayesian
Networks},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {2745--2783},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1953022},
doi = {10.5555/1756006.1953022},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/CohnEFK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/DillonL10,
author = {Joshua V. Dillon and
Guy Lebanon},
title = {Stochastic Composite Likelihood},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {2597--2633},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1953018},
doi = {10.5555/1756006.1953018},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/DillonL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/DingS10,
author = {Yufeng Ding and
Jeffrey S. Simonoff},
title = {An Investigation of Missing Data Methods for Classification Trees
Applied to Binary Response Data},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {131--170},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1756012},
doi = {10.5555/1756006.1756012},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/DingS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/DmochowskiSP10,
author = {Jacek P. Dmochowski and
Paul Sajda and
Lucas C. Parra},
title = {Maximum Likelihood in Cost-Sensitive Learning: Model Specification,
Approximations, and Upper Bounds},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {3313--3332},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1953037},
doi = {10.5555/1756006.1953037},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/DmochowskiSP10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/DonmezLB10,
author = {Pinar Donmez and
Guy Lebanon and
Krishnakumar Balasubramanian},
title = {Unsupervised Supervised Learning {I:} Estimating Classification and
Regression Errors without Labels},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {1323--1351},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1859895},
doi = {10.5555/1756006.1859895},
timestamp = {Mon, 13 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmlr/DonmezLB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/El-YanivW10,
author = {Ran El{-}Yaniv and
Yair Wiener},
title = {On the Foundations of Noise-free Selective Classification},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {1605--1641},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1859904},
doi = {10.5555/1756006.1859904},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/El-YanivW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ErhanBCMVB10,
author = {Dumitru Erhan and
Yoshua Bengio and
Aaron C. Courville and
Pierre{-}Antoine Manzagol and
Pascal Vincent and
Samy Bengio},
title = {Why Does Unsupervised Pre-training Help Deep Learning?},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {625--660},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1756025},
doi = {10.5555/1756006.1756025},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ErhanBCMVB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/EscaleraPR10,
author = {Sergio Escalera and
Oriol Pujol and
Petia Radeva},
title = {Error-Correcting Ouput Codes Library},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {661--664},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1756026},
doi = {10.5555/1756006.1756026},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/EscaleraPR10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/FanXS10,
author = {Yu Fan and
Jing Xu and
Christian R. Shelton},
title = {Importance Sampling for Continuous Time Bayesian Networks},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {2115--2140},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1859923},
doi = {10.5555/1756006.1859923},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/FanXS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ForeroCG10,
author = {Pedro A. Forero and
Alfonso Cano and
Georgios B. Giannakis},
title = {Consensus-Based Distributed Support Vector Machines},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {1663--1707},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1859906},
doi = {10.5555/1756006.1859906},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ForeroCG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/GanchevGGT10,
author = {Kuzman Ganchev and
Jo{\~{a}}o Gra{\c{c}}a and
Jennifer Gillenwater and
Ben Taskar},
title = {Posterior Regularization for Structured Latent Variable Models},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {2001--2049},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1859918},
doi = {10.5555/1756006.1859918},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/GanchevGGT10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/GomezKC10,
author = {Vicen{\c{c}} G{\'{o}}mez and
Hilbert J. Kappen and
Michael Chertkov},
title = {Approximate Inference on Planar Graphs using Loop Calculus and Belief
Propagation},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {1273--1296},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1859893},
doi = {10.5555/1756006.1859893},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/GomezKC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/GorissenCDDC10,
author = {Dirk Gorissen and
Ivo Couckuyt and
Piet Demeester and
Tom Dhaene and
Karel Crombecq},
title = {A Surrogate Modeling and Adaptive Sampling Toolbox for Computer Based
Design},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {2051--2055},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1859919},
doi = {10.5555/1756006.1859919},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/GorissenCDDC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/GrettonG10,
author = {Arthur Gretton and
L{\'{a}}szl{\'{o}} Gy{\"{o}}rfi},
title = {Consistent Nonparametric Tests of Independence},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {1391--1423},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1859897},
doi = {10.5555/1756006.1859897},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/GrettonG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/GuptaSD10,
author = {Rahul Gupta and
Sunita Sarawagi and
Ajit A. Diwan},
title = {Collective Inference for Extraction MRFs Coupled with Symmetric Clique
Potentials},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {3097--3135},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1953032},
doi = {10.5555/1756006.1953032},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/GuptaSD10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/GuyonSDC10,
author = {Isabelle Guyon and
Amir Saffari and
Gideon Dror and
Gavin C. Cawley},
title = {Model Selection: Beyond the Bayesian/Frequentist Divide},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {61--87},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1756009},
doi = {10.5555/1756006.1756009},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/GuyonSDC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/GyorgyLO10,
author = {Andr{\'{a}}s Gy{\"{o}}rgy and
G{\'{a}}bor Lugosi and
Gy{\"{o}}rgy Ottucs{\'{a}}k},
title = {On-Line Sequential Bin Packing},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {89--109},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1756010},
doi = {10.5555/1756006.1756010},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/GyorgyLO10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HendersonT10,
author = {James Henderson and
Ivan Titov},
title = {Incremental Sigmoid Belief Networks for Grammar Learning},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {3541--3570},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1953044},
doi = {10.5555/1756006.1953044},
timestamp = {Thu, 07 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HendersonT10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HonkelaRKTK10,
author = {Antti Honkela and
Tapani Raiko and
Mikael Kuusela and
Matti Tornio and
Juha Karhunen},
title = {Approximate Riemannian Conjugate Gradient Learning for Fixed-Form
Variational Bayes},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {3235--3268},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1953035},
doi = {10.5555/1756006.1953035},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HonkelaRKTK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HothornBKSH10,
author = {Torsten Hothorn and
Peter B{\"{u}}hlmann and
Thomas Kneib and
Matthias Schmid and
Benjamin Hofner},
title = {Model-based Boosting 2.0},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {2109--2113},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1859922},
doi = {10.5555/1756006.1859922},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HothornBKSH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HuangHCL10,
author = {Fang{-}Lan Huang and
Cho{-}Jui Hsieh and
Kai{-}Wei Chang and
Chih{-}Jen Lin},
title = {Iterative Scaling and Coordinate Descent Methods for Maximum Entropy
Models},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {815--848},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1756033},
doi = {10.5555/1756006.1756033},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HuangHCL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HyvarinenZSH10,
author = {Aapo Hyv{\"{a}}rinen and
Kun Zhang and
Shohei Shimizu and
Patrik O. Hoyer},
title = {Estimation of a Structural Vector Autoregression Model Using Non-Gaussianity},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {1709--1731},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1859907},
doi = {10.5555/1756006.1859907},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HyvarinenZSH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/IlinR10,
author = {Alexander Ilin and
Tapani Raiko},
title = {Practical Approaches to Principal Component Analysis in the Presence
of Missing Values},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {1957--2000},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1859917},
doi = {10.5555/1756006.1859917},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/IlinR10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/JaimovichMME10,
author = {Ariel Jaimovich and
Ofer Meshi and
Ian McGraw and
Gal Elidan},
title = {FastInf: An Efficient Approximate Inference Library},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {1733--1736},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1859908},
doi = {10.5555/1756006.1859908},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/JaimovichMME10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/JakschOA10,
author = {Thomas Jaksch and
Ronald Ortner and
Peter Auer},
title = {Near-optimal Regret Bounds for Reinforcement Learning},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {1563--1600},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1859902},
doi = {10.5555/1756006.1859902},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/JakschOA10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/JourneeNRS10,
author = {Michel Journ{\'{e}}e and
Yurii E. Nesterov and
Peter Richt{\'{a}}rik and
Rodolphe Sepulchre},
title = {Generalized Power Method for Sparse Principal Component Analysis},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {517--553},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1756021},
doi = {10.5555/1756006.1756021},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/JourneeNRS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/KeshavanMO10,
author = {Raghunandan H. Keshavan and
Andrea Montanari and
Sewoong Oh},
title = {Matrix Completion from Noisy Entries},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {2057--2078},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1859920},
doi = {10.5555/1756006.1859920},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/KeshavanMO10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/KojimaPIM10,
author = {Kaname Kojima and
Eric Perrier and
Seiya Imoto and
Satoru Miyano},
title = {Optimal Search on Clustered Structural Constraint for Learning Bayesian
Network Structure},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {285--310},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1756015},
doi = {10.5555/1756006.1756015},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/KojimaPIM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Koltchinskii10,
author = {Vladimir Koltchinskii},
title = {Rademacher Complexities and Bounding the Excess Risk in Active Learning},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {2457--2485},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1953014},
doi = {10.5555/1756006.1953014},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Koltchinskii10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Krause10,
author = {Andreas Krause},
title = {{SFO:} {A} Toolbox for Submodular Function Optimization},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {1141--1144},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1756044},
doi = {10.5555/1756006.1756044},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Krause10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LaparraGCM10,
author = {Valero Laparra and
Jaime Gutierrez and
Gustavo Camps{-}Valls and
Jes{\'{u}}s Malo},
title = {Image Denoising with Kernels Based on Natural Image Relations},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {873--903},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1756035},
doi = {10.5555/1756006.1756035},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LaparraGCM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Lazaro-GredillaCRF10,
author = {Miguel L{\'{a}}zaro{-}Gredilla and
Joaquin Qui{\~{n}}onero Candela and
Carl Edward Rasmussen and
An{\'{\i}}bal R. Figueiras{-}Vidal},
title = {Sparse Spectrum Gaussian Process Regression},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {1865--1881},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1859914},
doi = {10.5555/1756006.1859914},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Lazaro-GredillaCRF10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LeskovecCKFG10,
author = {Jure Leskovec and
Deepayan Chakrabarti and
Jon M. Kleinberg and
Christos Faloutsos and
Zoubin Ghahramani},
title = {Kronecker Graphs: An Approach to Modeling Networks},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {985--1042},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1756039},
doi = {10.5555/1756006.1756039},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LeskovecCKFG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LuckeE10,
author = {J{\"{o}}rg L{\"{u}}cke and
Julian Eggert},
title = {Expectation Truncation and the Benefits of Preselection In Training
Generative Models},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {2855--2900},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1953025},
doi = {10.5555/1756006.1953025},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LuckeE10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MairalBPS10,
author = {Julien Mairal and
Francis R. Bach and
Jean Ponce and
Guillermo Sapiro},
title = {Online Learning for Matrix Factorization and Sparse Coding},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {19--60},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1756008},
doi = {10.5555/1756006.1756008},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/MairalBPS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MannM10,
author = {Gideon S. Mann and
Andrew McCallum},
title = {Generalized Expectation Criteria for Semi-Supervised Learning with
Weakly Labeled Data},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {955--984},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1756038},
doi = {10.5555/1756006.1756038},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/MannM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MazumderHT10,
author = {Rahul Mazumder and
Trevor Hastie and
Robert Tibshirani},
title = {Spectral Regularization Algorithms for Learning Large Incomplete Matrices},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {2287--2322},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1859931},
doi = {10.5555/1756006.1859931},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/MazumderHT10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MeilaB10,
author = {Marina Meila and
Le Bao},
title = {An Exponential Model for Infinite Rankings},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {3481--3518},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1953042},
doi = {10.5555/1756006.1953042},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/MeilaB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MohriR10,
author = {Mehryar Mohri and
Afshin Rostamizadeh},
title = {Stability Bounds for Stationary phi-mixing and beta-mixing Processes},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {789--814},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1756032},
doi = {10.5555/1756006.1756032},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/MohriR10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Mooij10,
author = {Joris M. Mooij},
title = {libDAI: {A} Free and Open Source {C++} Library for Discrete Approximate
Inference in Graphical Models},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {2169--2173},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1859925},
doi = {10.5555/1756006.1859925},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Mooij10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MordohaiM10,
author = {Philippos Mordohai and
G{\'{e}}rard G. Medioni},
title = {Dimensionality Estimation, Manifold Learning and Function Approximation
using Tensor Voting},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {411--450},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1756018},
doi = {10.5555/1756006.1756018},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/MordohaiM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/NguyenEB10,
author = {Xuan Vinh Nguyen and
Julien Epps and
James Bailey},
title = {Information Theoretic Measures for Clusterings Comparison: Variants,
Properties, Normalization and Correction for Chance},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {2837--2854},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1953024},
doi = {10.5555/1756006.1953024},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/NguyenEB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/OjalaG10,
author = {Markus Ojala and
Gemma C. Garriga},
title = {Permutation Tests for Studying Classifier Performance},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {1833--1863},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1859913},
doi = {10.5555/1756006.1859913},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/OjalaG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/OmidiranW10,
author = {Dapo Omidiran and
Martin J. Wainwright},
title = {High-dimensional Variable Selection with Sparse Random Projections:
Measurement Sparsity and Statistical Efficiency},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {2361--2386},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1859933},
doi = {10.5555/1756006.1859933},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/OmidiranW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/PernkopfB10,
author = {Franz Pernkopf and
Jeff A. Bilmes},
title = {Efficient Heuristics for Discriminative Structure Learning of Bayesian
Network Classifiers},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {2323--2360},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1859932},
doi = {10.5555/1756006.1859932},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/PernkopfB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/PerryO10,
author = {Patrick O. Perry and
Art B. Owen},
title = {A Rotation Test to Verify Latent Structure},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {603--624},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1756024},
doi = {10.5555/1756006.1756024},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/PerryO10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/RadovanovicNI10,
author = {Milos Radovanovic and
Alexandros Nanopoulos and
Mirjana Ivanovic},
title = {Hubs in Space: Popular Nearest Neighbors in High-Dimensional Data},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {2487--2531},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1953015},
doi = {10.5555/1756006.1953015},
timestamp = {Tue, 22 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/RadovanovicNI10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/RalaivolaSS10,
author = {Liva Ralaivola and
Marie Szafranski and
Guillaume Stempfel},
title = {Chromatic PAC-Bayes Bounds for Non-IID Data: Applications to Ranking
and Stationary {\(\beta\)}-Mixing Processes},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {1927--1956},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1859916},
doi = {10.5555/1756006.1859916},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/RalaivolaSS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/RaskuttiWY10,
author = {Garvesh Raskutti and
Martin J. Wainwright and
Bin Yu},
title = {Restricted Eigenvalue Properties for Correlated Gaussian Designs},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {2241--2259},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1859929},
doi = {10.5555/1756006.1859929},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/RaskuttiWY10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/RasmussenN10,
author = {Carl Edward Rasmussen and
Hannes Nickisch},
title = {Gaussian Processes for Machine Learning {(GPML)} Toolbox},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {3011--3015},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1953029},
doi = {10.5555/1756006.1953029},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/RasmussenN10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/RavikumarAW10,
author = {Pradeep Ravikumar and
Alekh Agarwal and
Martin J. Wainwright},
title = {Message-passing for Graph-structured Linear Programs: Proximal Methods
and Rounding Schemes},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {1043--1080},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1756040},
doi = {10.5555/1756006.1756040},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/RavikumarAW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/RaykarYZVFBM10,
author = {Vikas C. Raykar and
Shipeng Yu and
Linda H. Zhao and
Gerardo Hermosillo Valadez and
Charles Florin and
Luca Bogoni and
Linda Moy},
title = {Learning From Crowds},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {1297--1322},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1859894},
doi = {10.5555/1756006.1859894},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/RaykarYZVFBM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ReidW10,
author = {Mark D. Reid and
Robert C. Williamson},
title = {Composite Binary Losses},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {2387--2422},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1953012},
doi = {10.5555/1756006.1953012},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ReidW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/RieckKBM10,
author = {Konrad Rieck and
Tammo Krueger and
Ulf Brefeld and
Klaus{-}Robert M{\"{u}}ller},
title = {Approximate Tree Kernels},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {555--580},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1756022},
doi = {10.5555/1756006.1756022},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/RieckKBM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/RobinsonH10,
author = {Joshua W. Robinson and
Alexander J. Hartemink},
title = {Learning Non-Stationary Dynamic Bayesian Networks},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {3647--3680},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1953047},
doi = {10.5555/1756006.1953047},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/RobinsonH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Rodriguez-LujanHEC10,
author = {Irene Rodr{\'{\i}}guez{-}Luj{\'{a}}n and
Ram{\'{o}}n Huerta and
Charles Elkan and
Carlos Santa Cruz},
title = {Quadratic Programming Feature Selection},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {1491--1516},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1859900},
doi = {10.5555/1756006.1859900},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Rodriguez-LujanHEC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/RosascoBV10,
author = {Lorenzo Rosasco and
Mikhail Belkin and
Ernesto De Vito},
title = {On Learning with Integral Operators},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {905--934},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1756036},
doi = {10.5555/1756006.1756036},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/RosascoBV10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Ryabko10,
author = {Daniil Ryabko},
title = {On Finding Predictors for Arbitrary Families of Processes},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {581--602},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1756023},
doi = {10.5555/1756006.1756023},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Ryabko10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SchaulBWSFSRS10,
author = {Tom Schaul and
Justin Bayer and
Daan Wierstra and
Yi Sun and
Martin Felder and
Frank Sehnke and
Thomas R{\"{u}}ckstie{\ss} and
J{\"{u}}rgen Schmidhuber},
title = {PyBrain},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {743--746},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1756030},
doi = {10.5555/1756006.1756030},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SchaulBWSFSRS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SegataB10,
author = {Nicola Segata and
Enrico Blanzieri},
title = {Fast and Scalable Local Kernel Machines},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {1883--1926},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1859915},
doi = {10.5555/1756006.1859915},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SegataB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SeldinT10,
author = {Yevgeny Seldin and
Naftali Tishby},
title = {PAC-Bayesian Analysis of Co-clustering and Beyond},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {3595--3646},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1953046},
doi = {10.5555/1756006.1953046},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SeldinT10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Shalev-ShwartzSSS10,
author = {Shai Shalev{-}Shwartz and
Ohad Shamir and
Nathan Srebro and
Karthik Sridharan},
title = {Learnability, Stability and Uniform Convergence},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {2635--2670},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1953019},
doi = {10.5555/1756006.1953019},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Shalev-ShwartzSSS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SheltonFLLX10,
author = {Christian R. Shelton and
Yu Fan and
William Lam and
Joon Lee and
Jing Xu},
title = {Continuous Time Bayesian Network Reasoning and Learning Engine},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {1137--1140},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1756043},
doi = {10.5555/1756006.1756043},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SheltonFLLX10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ShiYOS10,
author = {Jianing Shi and
Wotao Yin and
Stanley J. Osher and
Paul Sajda},
title = {A Fast Hybrid Algorithm for Large-Scale \emph{l\({}_{\mbox{1}}\)}-Regularized
Logistic Regression},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {713--741},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1756029},
doi = {10.5555/1756006.1756029},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ShiYOS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ShiraziSS10,
author = {Sayed Kamaledin Ghiasi Shirazi and
Reza Safabakhsh and
Mostafa Shamsi},
title = {Learning Translation Invariant Kernels for Classification},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {1353--1390},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1859896},
doi = {10.5555/1756006.1859896},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ShiraziSS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ShivaswamyJ10,
author = {Pannagadatta K. Shivaswamy and
Tony Jebara},
title = {Maximum Relative Margin and Data-Dependent Regularization},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {747--788},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1756031},
doi = {10.5555/1756006.1756031},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ShivaswamyJ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SinzB10,
author = {Fabian H. Sinz and
Matthias Bethge},
title = {\emph{L\({}_{\mbox{p}}\)}-Nested Symmetric Distributions},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {3409--3451},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1953040},
doi = {10.5555/1756006.1953040},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SinzB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SongsiriV10,
author = {Jitkomut Songsiri and
Lieven Vandenberghe},
title = {Topology Selection in Graphical Models of Autoregressive Processes},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {2671--2705},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1953020},
doi = {10.5555/1756006.1953020},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SongsiriV10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SonnenburgRHWBZBBGF10,
author = {S{\"{o}}ren Sonnenburg and
Gunnar R{\"{a}}tsch and
Sebastian Henschel and
Christian Widmer and
Jonas Behr and
Alexander Zien and
Fabio De Bona and
Alexander Binder and
Christian Gehl and
Vojtech Franc},
title = {The {SHOGUN} Machine Learning Toolbox},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {1799--1802},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1859911},
doi = {10.5555/1756006.1859911},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SonnenburgRHWBZBBGF10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Spirtes10,
author = {Peter Spirtes},
title = {Introduction to Causal Inference},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {1643--1662},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1859905},
doi = {10.5555/1756006.1859905},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Spirtes10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SriperumbudurGFSL10,
author = {Bharath K. Sriperumbudur and
Arthur Gretton and
Kenji Fukumizu and
Bernhard Sch{\"{o}}lkopf and
Gert R. G. Lanckriet},
title = {Hilbert Space Embeddings and Metrics on Probability Measures},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {1517--1561},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1859901},
doi = {10.5555/1756006.1859901},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SriperumbudurGFSL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/StrumbeljK10,
author = {Erik Strumbelj and
Igor Kononenko},
title = {An Efficient Explanation of Individual Classifications using Game
Theory},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {1--18},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1756007},
doi = {10.5555/1756006.1756007},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/StrumbeljK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SunS10,
author = {Shiliang Sun and
John Shawe{-}Taylor},
title = {Sparse Semi-supervised Learning Using Conjugate Functions},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {2423--2455},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1953013},
doi = {10.5555/1756006.1953013},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SunS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/TeoVSL10,
author = {Choon Hui Teo and
S. V. N. Vishwanathan and
Alexander J. Smola and
Quoc V. Le},
title = {Bundle Methods for Regularized Risk Minimization},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {311--365},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1756016},
doi = {10.5555/1756006.1756016},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/TeoVSL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/TheodorouBS10,
author = {Evangelos A. Theodorou and
Jonas Buchli and
Stefan Schaal},
title = {A Generalized Path Integral Control Approach to Reinforcement Learning},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {3137--3181},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1953033},
doi = {10.5555/1756006.1953033},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/TheodorouBS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/VarshneyW10,
author = {Kush R. Varshney and
Alan S. Willsky},
title = {Classification Using Geometric Level Sets},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {491--516},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1756020},
doi = {10.5555/1756006.1756020},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/VarshneyW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/VennaPNAK10,
author = {Jarkko Venna and
Jaakko Peltonen and
Kristian Nybo and
Helena Aidos and
Samuel Kaski},
title = {Information Retrieval Perspective to Nonlinear Dimensionality Reduction
for Data Visualization},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {451--490},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1756019},
doi = {10.5555/1756006.1756019},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/VennaPNAK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/VerbancsicsS10,
author = {Phillip Verbancsics and
Kenneth O. Stanley},
title = {Evolving Static Representations for Task Transfer},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {1737--1769},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1859909},
doi = {10.5555/1756006.1859909},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/VerbancsicsS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/VincentLLBM10,
author = {Pascal Vincent and
Hugo Larochelle and
Isabelle Lajoie and
Yoshua Bengio and
Pierre{-}Antoine Manzagol},
title = {Stacked Denoising Autoencoders: Learning Useful Representations in
a Deep Network with a Local Denoising Criterion},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {3371--3408},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1953039},
doi = {10.5555/1756006.1953039},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/VincentLLBM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/VishwanathanSKB10,
author = {S. V. N. Vishwanathan and
Nicol N. Schraudolph and
Risi Kondor and
Karsten M. Borgwardt},
title = {Graph Kernels},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {1201--1242},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1859891},
doi = {10.5555/1756006.1859891},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/VishwanathanSKB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/VisweswaranC10,
author = {Shyam Visweswaran and
Gregory F. Cooper},
title = {Learning Instance-Specific Predictive Models},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {3333--3369},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1953038},
doi = {10.5555/1756006.1953038},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/VisweswaranC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/WangLCD10,
author = {Chunping Wang and
Xuejun Liao and
Lawrence Carin and
David B. Dunson},
title = {Classification with Incomplete Data Using Dirichlet Process Priors},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {3269--3311},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1953036},
doi = {10.5555/1756006.1953036},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/WangLCD10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Watanabe10,
author = {Sumio Watanabe},
title = {Asymptotic Equivalence of Bayes Cross Validation and Widely Applicable
Information Criterion in Singular Learning Theory},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {3571--3594},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1953045},
doi = {10.5555/1756006.1953045},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Watanabe10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/WuGMM10,
author = {Qiang Wu and
Justin Guinney and
Mauro Maggioni and
Sayan Mukherjee},
title = {Learning Gradients: Predictive Models that Infer Geometry and Statistical
Dependence},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {2175--2198},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1859926},
doi = {10.5555/1756006.1859926},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/WuGMM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Xiao10,
author = {Lin Xiao},
title = {Dual Averaging Methods for Regularized Stochastic Learning and Online
Optimization},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {2543--2596},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1953017},
doi = {10.5555/1756006.1953017},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Xiao10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/YeZ10,
author = {Fei Ye and
Cun{-}Hui Zhang},
title = {Rate Minimaxity of the Lasso and Dantzig Selector for the \emph{l\({}_{\mbox{q}}\)}
Loss in \emph{l\({}_{\mbox{r}}\)} Balls},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {3519--3540},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1953043},
doi = {10.5555/1756006.1953043},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/YeZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/YoshidaW10,
author = {Ryo Yoshida and
Mike West},
title = {Bayesian Learning in Sparse Graphical Factor Models via Variational
Mean-Field Annealing},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {1771--1798},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1859910},
doi = {10.5555/1756006.1859910},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/YoshidaW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/YuFMXHCDSW10,
author = {Guoqiang Yu and
Yuanjian Feng and
David J. Miller and
Jianhua Xuan and
Eric P. Hoffman and
Robert Clarke and
Ben Davidson and
Ie{-}Ming Shih and
Yue Joseph Wang},
title = {Matched Gene Selection and Committee Classifier for Molecular Classification
of Heterogeneous Diseases},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {2141--2167},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1859924},
doi = {10.5555/1756006.1859924},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/YuFMXHCDSW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/YuVGS10,
author = {Jin Yu and
S. V. N. Vishwanathan and
Simon G{\"{u}}nter and
Nicol N. Schraudolph},
title = {A Quasi-Newton Approach to Nonsmooth Convex Optimization Problems
in Machine Learning},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {1145--1200},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1756045},
doi = {10.5555/1756006.1756045},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/YuVGS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Yuan10,
author = {Ming Yuan},
title = {High Dimensional Inverse Covariance Matrix Estimation via Linear Programming},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {2261--2286},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1859930},
doi = {10.5555/1756006.1859930},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Yuan10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/YuanCHL10,
author = {Guo{-}Xun Yuan and
Kai{-}Wei Chang and
Cho{-}Jui Hsieh and
Chih{-}Jen Lin},
title = {A Comparison of Optimization Methods and Software for Large-scale
L1-regularized Linear Classification},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {3183--3234},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1953034},
doi = {10.5555/1756006.1953034},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/YuanCHL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/YuanW10,
author = {Ming Yuan and
Marten H. Wegkamp},
title = {Classification Methods with Reject Option Based on Convex Risk Minimization},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {111--130},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1756011},
doi = {10.5555/1756006.1756011},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/YuanW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Zhang10,
author = {Tong Zhang},
title = {Analysis of Multi-stage Convex Relaxation for Sparse Regularization},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {1081--1107},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1756041},
doi = {10.5555/1756006.1756041},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Zhang10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ZhangDXJ10,
author = {Zhihua Zhang and
Guang Dai and
Congfu Xu and
Michael I. Jordan},
title = {Regularized Discriminant Analysis, Ridge Regression and Beyond},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {2199--2228},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1859927},
doi = {10.5555/1756006.1859927},
timestamp = {Mon, 30 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ZhangDXJ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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