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@article{DBLP:journals/jmlr/0006JC13,
author = {Jun Wang and
Tony Jebara and
Shih{-}Fu Chang},
title = {Semi-supervised learning using greedy max-cut},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {771--800},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2502605},
doi = {10.5555/2567709.2502605},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/0006JC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/AhlgrenY13,
author = {John Ahlgren and
Shiu Yin Yuen},
title = {Efficient program synthesis using constraint satisfaction in inductive
logic programming},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {3649--3682},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2627674},
doi = {10.5555/2567709.2627674},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/AhlgrenY13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/AlquierB13,
author = {Pierre Alquier and
G{\'{e}}rard Biau},
title = {Sparse single-index model},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {243--280},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2502589},
doi = {10.5555/2567709.2502589},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/AlquierB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/AngluinAEK13,
author = {Dana Angluin and
James Aspnes and
Sarah Eisenstat and
Aryeh Kontorovich},
title = {On the learnability of shuffle ideals},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {1513--1531},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2567712},
doi = {10.5555/2567709.2567712},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/AngluinAEK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/AravkinBP13,
author = {Aleksandr Y. Aravkin and
James V. Burke and
Gianluigi Pillonetto},
title = {Sparse/robust estimation and Kalman smoothing with nonsmooth log-concave
densities: modeling, computation, and theory},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {2689--2728},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2567747},
doi = {10.5555/2567709.2567747},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/AravkinBP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Arias-CastroP13,
author = {Ery Arias{-}Castro and
Bruno Pelletier},
title = {On the convergence of maximum variance unfolding},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {1747--1770},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2567719},
doi = {10.5555/2567709.2567719},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Arias-CastroP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/AroraGKF13,
author = {Raman Arora and
Maya R. Gupta and
Amol Kapila and
Maryam Fazel},
title = {Similarity-based clustering by left-stochastic matrix factorization},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {1715--1746},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2567718},
doi = {10.5555/2567709.2567718},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/AroraGKF13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BahmaniRB13,
author = {Sohail Bahmani and
Bhiksha Raj and
Petros T. Boufounos},
title = {Greedy sparsity-constrained optimization},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {807--841},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2502607},
doi = {10.5555/2567709.2502607},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BahmaniRB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BohmerGSMO13,
author = {Wendelin B{\"{o}}hmer and
Steffen Gr{\"{u}}new{\"{a}}lder and
Yun Shen and
Marek Musial and
Klaus Obermayer},
title = {Construction of approximation spaces for reinforcement learning},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {2067--2118},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2567728},
doi = {10.5555/2567709.2567728},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BohmerGSMO13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BottouPCCCPRSS13,
author = {L{\'{e}}on Bottou and
Jonas Peters and
Joaquin Qui{\~{n}}onero Candela and
Denis Xavier Charles and
Max Chickering and
Elon Portugaly and
Dipankar Ray and
Patrice Y. Simard and
Ed Snelson},
title = {Counterfactual reasoning and learning systems: the example of computational
advertising},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {3207--3260},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2567766},
doi = {10.5555/2567709.2567766},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BottouPCCCPRSS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BrabanterBMG13,
author = {Kris De Brabanter and
Jos De Brabanter and
Bart De Moor and
Ir{\`{e}}ne Gijbels},
title = {Derivative estimation with local polynomial fitting},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {281--301},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2502590},
doi = {10.5555/2567709.2502590},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BrabanterBMG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BrakelSS13,
author = {Philemon Brakel and
Dirk Stroobandt and
Benjamin Schrauwen},
title = {Training energy-based models for time-series imputation},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {2771--2797},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2567749},
doi = {10.5555/2567709.2567749},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BrakelSS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BubeckEG13,
author = {S{\'{e}}bastien Bubeck and
Damien Ernst and
Aur{\'{e}}lien Garivier},
title = {Optimal discovery with probabilistic expert advice: finite time analysis
and macroscopic optimality},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {601--623},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2502599},
doi = {10.5555/2567709.2502599},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BubeckEG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/CaiFJ13,
author = {T. Tony Cai and
Jianqing Fan and
Tiefeng Jiang},
title = {Distributions of angles in random packing on spheres},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {1837--1864},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2567722},
doi = {10.5555/2567709.2567722},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/CaiFJ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/CaiZ13,
author = {Tony Cai and
Wen{-}Xin Zhou},
title = {A max-norm constrained minimization approach to 1-bit matrix completion},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {3619--3647},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2627673},
doi = {10.5555/2567709.2627673},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/CaiZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Cesa-BianchiGVZ13,
author = {Nicol{\`{o}} Cesa{-}Bianchi and
Claudio Gentile and
Fabio Vitale and
Giovanni Zappella},
title = {Random spanning trees and the prediction ofweighted graphs},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {1251--1284},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2502620},
doi = {10.5555/2567709.2502620},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Cesa-BianchiGVZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ChallisB13,
author = {Edward Challis and
David Barber},
title = {Gaussian Kullback-Leibler approximate inference},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {2239--2286},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2567733},
doi = {10.5555/2567709.2567733},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ChallisB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ChalupkaWM13,
author = {Krzysztof Chalupka and
Christopher K. I. Williams and
Iain Murray},
title = {A framework for evaluating approximation methods for Gaussian process
regression},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {333--350},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2502592},
doi = {10.5555/2567709.2502592},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ChalupkaWM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ChaudhuriSS13,
author = {Kamalika Chaudhuri and
Anand D. Sarwate and
Kaushik Sinha},
title = {A near-optimal algorithm for differentially-private principal components},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {2905--2943},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2567754},
doi = {10.5555/2567709.2567754},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ChaudhuriSS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ChenB13,
author = {Lisha Chen and
Andreas Buja},
title = {Stress functions for nonlinear dimension reduction, proximity analysis,
and graph drawing},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {1145--1173},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2502616},
doi = {10.5555/2567709.2502616},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ChenB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ChertkovY13,
author = {Michael Chertkov and
Adam B. Yedidia},
title = {Approximating the permanent with fractional belief propagation},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {2029--2066},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2567727},
doi = {10.5555/2567709.2567727},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ChertkovY13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Clark13,
author = {Alexander Clark},
title = {Learning trees from strings: a strong learning algorithm for some
context-free grammars},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {3537--3559},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2627670},
doi = {10.5555/2567709.2627670},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Clark13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ClemenconDV13,
author = {St{\'{e}}phan Cl{\'{e}}men{\c{c}}on and
Marine Depecker and
Nicolas Vayatis},
title = {Ranking forests},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {39--73},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2502583},
doi = {10.5555/2567709.2502583},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ClemenconDV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/CulpR13,
author = {Mark Vere Culp and
Kenneth Joseph Ryan},
title = {Joint harmonic functions and their supervised connections},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {3721--3752},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2627676},
doi = {10.5555/2567709.2627676},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/CulpR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/CurtinCSMRMG13,
author = {Ryan R. Curtin and
James R. Cline and
N. P. Slagle and
William B. March and
Parikshit Ram and
Nishant A. Mehta and
Alexander G. Gray},
title = {{MLPACK:} a scalable {C++} machine learning library},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {801--805},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2502606},
doi = {10.5555/2567709.2502606},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/CurtinCSMRMG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/DemsarCEGHMMPTSSUZZZZ13,
author = {Janez Demsar and
Tomaz Curk and
Ales Erjavec and
Crtomir Gorup and
Tomaz Hocevar and
Mitar Milutinovic and
Martin Mozina and
Matija Polajnar and
Marko Toplak and
Anze Staric and
Miha Stajdohar and
Lan Umek and
Lan Zagar and
Jure Zbontar and
Marinka Zitnik and
Blaz Zupan},
title = {Orange: data mining toolbox in python},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {2349--2353},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2567736},
doi = {10.5555/2567709.2567736},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/DemsarCEGHMMPTSSUZZZZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/DhillonFKU13,
author = {Paramveer S. Dhillon and
Dean P. Foster and
Sham M. Kakade and
Lyle H. Ungar},
title = {A risk comparison of ordinary least squares vs ridge regression},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {1505--1511},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2567711},
doi = {10.5555/2567709.2567711},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/DhillonFKU13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/DjuricLVW13,
author = {Nemanja Djuric and
Liang Lan and
Slobodan Vucetic and
Zhuang Wang},
title = {BudgetedSVM: a toolbox for scalable {SVM} approximations},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {3813--3817},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2627679},
doi = {10.5555/2567709.2627679},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/DjuricLVW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/DyerSB13,
author = {Eva L. Dyer and
Aswin C. Sankaranarayanan and
Richard G. Baraniuk},
title = {Greedy feature selection for subspace clustering},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {2487--2517},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2567741},
doi = {10.5555/2567709.2567741},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/DyerSB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/EscalanteW13,
author = {Alberto N. Escalante and
Laurenz Wiskott},
title = {How to solve classification and regression problems on high-dimensional
data with a supervised extension of slow feature analysis},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {3683--3719},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2627675},
doi = {10.5555/2567709.2627675},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/EscalanteW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/FanelloGMO13,
author = {Sean Ryan Fanello and
Ilaria Gori and
Giorgio Metta and
Francesca Odone},
title = {Keep it simple and sparse: real-time action recognition},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {2617--2640},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2567745},
doi = {10.5555/2567709.2567745},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/FanelloGMO13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ForghaniY13,
author = {Yahya Forghani and
Hadi Sadoghi Yazdi},
title = {Comment on "Robustness and regularization of support vector machines"
by H. Xu et al. (Journal of machine learning research, volume 10,
pp 1485-1510, 2009)},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {3493--3494},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2567774},
doi = {10.5555/2567709.2567774},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ForghaniY13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Frezza-BuetG13,
author = {Herv{\'{e}} Frezza{-}Buet and
Matthieu Geist},
title = {A {C++} template-based reinforcement learning library: fitting the
code to the mathematics},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {625--628},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2502600},
doi = {10.5555/2567709.2502600},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Frezza-BuetG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/FukumizuSG13,
author = {Kenji Fukumizu and
Le Song and
Arthur Gretton},
title = {Kernel Bayes' rule: Bayesian inference with positive definite kernels},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {3753--3783},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2627677},
doi = {10.5555/2567709.2627677},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/FukumizuSG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/GerberW13,
author = {Samuel Gerber and
Ross T. Whitaker},
title = {Regularization-free principal curve estimation},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {1285--1302},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2502621},
doi = {10.5555/2567709.2502621},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/GerberW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Gerchinovitz13,
author = {S{\'{e}}bastien Gerchinovitz},
title = {Sparsity regret bounds for individual sequences in online linear regression},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {729--769},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2502604},
doi = {10.5555/2567709.2502604},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Gerchinovitz13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Gilad-BachrachB13,
author = {Ran Gilad{-}Bachrach and
Christopher J. C. Burges},
title = {Classifier selection using the predicate depth},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {3591--3618},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2627672},
doi = {10.5555/2567709.2627672},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Gilad-BachrachB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/GonenSS13,
author = {Alon Gonen and
Sivan Sabato and
Shai Shalev{-}Shwartz},
title = {Efficient active learning of halfspaces: an aggressive approach},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {2583--2615},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2567744},
doi = {10.5555/2567709.2567744},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/GonenSS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/GongYZ13,
author = {Pinghua Gong and
Jieping Ye and
Changshui Zhang},
title = {Multi-stage multi-task feature learning},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {2979--3010},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2567756},
doi = {10.5555/2567709.2567756},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/GongYZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/GuyaderH13,
author = {Arnaud Guyader and
Nick Hengartner},
title = {On the mutual nearest neighbors estimate in regression},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {2361--2376},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2567738},
doi = {10.5555/2567709.2567738},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/GuyaderH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Hable13,
author = {Robert Hable},
title = {Universal consistency of localized versions of regularized kernel
methods},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {153--186},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2502586},
doi = {10.5555/2567709.2502586},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Hable13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HallRW13,
author = {Rob Hall and
Alessandro Rinaldo and
Larry A. Wasserman},
title = {Differential privacy for functions and functional data},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {703--727},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2502603},
doi = {10.5555/2567709.2502603},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HallRW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HanZL13,
author = {Fang Han and
Tuo Zhao and
Han Liu},
title = {{CODA:} high dimensional copula discriminant analysis},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {629--671},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2502601},
doi = {10.5555/2567709.2502601},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HanZL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HannahD13,
author = {Lauren Hannah and
David B. Dunson},
title = {Multivariate convex regression with adaptive partitioning},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {3261--3294},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2567767},
doi = {10.5555/2567709.2567767},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HannahD13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HarrisD13,
author = {Naftali Harris and
Mathias Drton},
title = {{PC} algorithm for nonparanormal graphical models},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {3365--3383},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2567770},
doi = {10.5555/2567709.2567770},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HarrisD13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HeSW13,
author = {Yuejia He and
Yiyuan She and
Dapeng Wu},
title = {Stationary-sparse causality network learning},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {3073--3104},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2567759},
doi = {10.5555/2567709.2567759},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HeSW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HennigK13,
author = {Philipp Hennig and
Martin Kiefel},
title = {Quasi-Newton methods: a new direction},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {843--865},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2502608},
doi = {10.5555/2567709.2502608},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HennigK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Hernandez-LobatoHD13,
author = {Daniel Hern{\'{a}}ndez{-}Lobato and
Jos{\'{e}} Miguel Hern{\'{a}}ndez{-}Lobato and
Pierre Dupont},
title = {Generalized spike-and-slab priors for Bayesian group feature selection
using expectation propagation},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {1891--1945},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2567724},
doi = {10.5555/2567709.2567724},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Hernandez-LobatoHD13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HoffmanBWP13,
author = {Matthew D. Hoffman and
David M. Blei and
Chong Wang and
John W. Paisley},
title = {Stochastic variational inference},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {1303--1347},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2502622},
doi = {10.5555/2567709.2502622},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HoffmanBWP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HuFWZ13,
author = {Ting Hu and
Jun Fan and
Qiang Wu and
Ding{-}Xuan Zhou},
title = {Learning theory approach to minimum error entropy criterion},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {377--397},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2502594},
doi = {10.5555/2567709.2502594},
timestamp = {Sun, 19 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmlr/HuFWZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HyttinenEH13,
author = {Antti Hyttinen and
Frederick Eberhardt and
Patrik O. Hoyer},
title = {Experiment selection for causal discovery},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {3041--3071},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2567758},
doi = {10.5555/2567709.2567758},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HyttinenEH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HyvarinenS13,
author = {Aapo Hyv{\"{a}}rinen and
Stephen M. Smith},
title = {Pairwise likelihood ratios for estimation of non-Gaussian structural
equation models},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {111--152},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2502585},
doi = {10.5555/2567709.2502585},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HyvarinenS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/JethavaMBD13,
author = {Vinay Jethava and
Anders Martinsson and
Chiranjib Bhattacharyya and
Devdatt P. Dubhashi},
title = {Lov{\'{a}}sz {\textvartheta} function, SVMs and finding dense
subgraphs},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {3495--3536},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2627669},
doi = {10.5555/2567709.2627669},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/JethavaMBD13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/JohnsonW13,
author = {Matthew J. Johnson and
Alan S. Willsky},
title = {Bayesian nonparametric hidden semi-Markov models},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {673--701},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2502602},
doi = {10.5555/2567709.2502602},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/JohnsonW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Joseph13,
author = {Antony Joseph},
title = {Variable selection in high-dimension with random designs and orthogonal
matching pursuit},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {1771--1800},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2567720},
doi = {10.5555/2567709.2567720},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Joseph13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/KanamoriTS13,
author = {Takafumi Kanamori and
Akiko Takeda and
Taiji Suzuki},
title = {Conjugate relation between loss functions and uncertainty sets in
classification problems},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {1461--1504},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2567710},
doi = {10.5555/2567709.2567710},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/KanamoriTS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/KlamiVK13,
author = {Arto Klami and
Seppo Virtanen and
Samuel Kaski},
title = {Bayesian Canonical correlation analysis},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {965--1003},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2502612},
doi = {10.5555/2567709.2502612},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/KlamiVK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/KohlsdorfS13,
author = {Daniel Kyu Hwa Kohlsdorf and
Thad Starner},
title = {{MAGIC} summoning: towards automatic suggesting and testing of gestures
with low probability of false positives during use},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {209--242},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2502588},
doi = {10.5555/2567709.2502588},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/KohlsdorfS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LewisSM13,
author = {Joshua M. Lewis and
Virginia R. de Sa and
Laurens van der Maaten},
title = {Divvy: fast and intuitive exploratory data analysis},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {3159--3163},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2567763},
doi = {10.5555/2567709.2567763},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LewisSM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LiTKZ13,
author = {Yu{-}Feng Li and
Ivor W. Tsang and
James T. Kwok and
Zhi{-}Hua Zhou},
title = {Convex and scalable weakly labeled SVMs},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {2151--2188},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2567730},
doi = {10.5555/2567709.2567730},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LiTKZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LinHZJ13,
author = {Binbin Lin and
Xiaofei He and
Chiyuan Zhang and
Ming Ji},
title = {Parallel vector field embedding},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {2945--2977},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2567755},
doi = {10.5555/2567709.2567755},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LinHZJ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LisitsynWG13,
author = {Sergey Lisitsyn and
Christian Widmer and
Fernando J. Iglesias Garcia},
title = {Tapkee: an efficient dimension reduction library},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {2355--2359},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2567737},
doi = {10.5555/2567709.2567737},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LisitsynWG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LiuI13,
author = {Qiang Liu and
Alexander Ihler},
title = {Variational algorithms for marginal {MAP}},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {3165--3200},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2567764},
doi = {10.5555/2567709.2567764},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmlr/LiuI13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LongS13,
author = {Philip M. Long and
Rocco A. Servedio},
title = {Algorithms and hardness results for parallel large margin learning},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {3105--3128},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2567760},
doi = {10.5555/2567709.2567760},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LongS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MahdiM13,
author = {Rami Mahdi and
Jason G. Mezey},
title = {Sub-local constraint-based learning of Bayesian networks using a joint
dependence criterion},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {1563--1603},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2567714},
doi = {10.5555/2567709.2567714},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/MahdiM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MairalY13,
author = {Julien Mairal and
Bin Yu},
title = {Supervised feature selection in graphs with path coding penalties
and network flows},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {2449--2485},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2567740},
doi = {10.5555/2567709.2567740},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/MairalY13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MalgireddyNG13,
author = {Manavender R. Malgireddy and
Ifeoma Nwogu and
Venu Govindaraju},
title = {Language-motivated approaches to action recognition},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {2189--2212},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2567731},
doi = {10.5555/2567709.2567731},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/MalgireddyNG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/McFowlandSN13,
author = {Edward McFowland and
Skyler Speakman and
Daniel B. Neill},
title = {Fast generalized subset scan for anomalous pattern detection},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {1533--1561},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2567713},
doi = {10.5555/2567709.2567713},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/McFowlandSN13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MukherjeeRS13,
author = {Indraneel Mukherjee and
Cynthia Rudin and
Robert E. Schapire},
title = {The rate of convergence of AdaBoost},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {2315--2347},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2567735},
doi = {10.5555/2567709.2567735},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/MukherjeeRS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MukherjeeS13,
author = {Indraneel Mukherjee and
Robert E. Schapire},
title = {A theory of multiclass boosting},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {437--497},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2502596},
doi = {10.5555/2567709.2502596},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/MukherjeeS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/NakajimaSBT13,
author = {Shinichi Nakajima and
Masashi Sugiyama and
S. Derin Babacan and
Ryota Tomioka},
title = {Global analytic solution of fully-observed variational Bayesian matrix
factorization},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {1--37},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2502582},
doi = {10.5555/2567709.2502582},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/NakajimaSBT13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Neuvial13,
author = {Pierre Neuvial},
title = {Asymptotic results on adaptive false discovery rate controlling procedures
based on kernel estimators},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {1423--1459},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2502626},
doi = {10.5555/2567709.2502626},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Neuvial13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/NiehrenCLG13,
author = {Joachim Niehren and
J{\'{e}}r{\^{o}}me Champav{\`{e}}re and
Aur{\'{e}}lien Lemay and
R{\'{e}}mi Gilleron},
title = {Query induction with schema-guided pruning strategies},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {927--964},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2502611},
doi = {10.5555/2567709.2502611},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/NiehrenCLG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/NiuDSS13,
author = {Gang Niu and
Bo Dai and
Lin Shang and
Masashi Sugiyama},
title = {Maximum volume clustering: a new discriminative clustering approach},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {2641--2687},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2567746},
doi = {10.5555/2567709.2567746},
timestamp = {Thu, 29 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/NiuDSS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Niyogi13,
author = {Partha Niyogi},
title = {Manifold regularization and semi-supervised learning: some theoretical
analyses},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {1229--1250},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2502619},
doi = {10.5555/2567709.2502619},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Niyogi13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/NoorshamsW13,
author = {Nima Noorshams and
Martin J. Wainwright},
title = {Belief propagation for continuous state spaces: stochastic message-passing
with quantitative guarantees},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {2799--2835},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2567750},
doi = {10.5555/2567709.2567750},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/NoorshamsW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/OpperPW13,
author = {Manfred Opper and
Ulrich Paquet and
Ole Winther},
title = {Perturbative corrections for approximate inference in Gaussian latent
variable models},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {2857--2898},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2567752},
doi = {10.5555/2567709.2567752},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/OpperPW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/PanSL13,
author = {Wei Pan and
Xiaotong Shen and
Binghui Liu},
title = {Cluster analysis: unsupervised learning via supervised learning with
a non-convex penalty},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {1865--1889},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2567723},
doi = {10.5555/2567709.2567723},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/PanSL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ParrishAGH13,
author = {Nathan Parrish and
Hyrum S. Anderson and
Maya R. Gupta and
Dun{-}Yu Hsiao},
title = {Classifying with confidence from incomplete information},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {3561--3589},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2627671},
doi = {10.5555/2567709.2627671},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ParrishAGH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ParviainenK13,
author = {Pekka Parviainen and
Mikko Koivisto},
title = {Finding optimal Bayesian networks using precedence constraints},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {1387--1415},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2502624},
doi = {10.5555/2567709.2502624},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ParviainenK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/PicardTC13,
author = {David Picard and
Nicolas Thome and
Matthieu Cord},
title = {JKernelMachines: a simple framework for kernel machine},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {1417--1421},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2502625},
doi = {10.5555/2567709.2502625},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/PicardTC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/RaoT13,
author = {Vinayak A. Rao and
Yee Whye Teh},
title = {Fast {MCMC} sampling for Markov jump processes and extensions},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {3295--3320},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2567768},
doi = {10.5555/2567709.2567768},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/RaoT13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/RiihimakiJV13,
author = {Jaakko Riihim{\"{a}}ki and
Pasi Jyl{\"{a}}nki and
Aki Vehtari},
title = {Nested expectation propagation for Gaussian process classification},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {75--109},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2502584},
doi = {10.5555/2567709.2502584},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/RiihimakiJV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/RosascoVMSV13,
author = {Lorenzo Rosasco and
Silvia Villa and
Sofia Mosci and
Matteo Santoro and
Alessandro Verri},
title = {Nonparametric sparsity and regularization},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {1665--1714},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2567717},
doi = {10.5555/2567709.2567717},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/RosascoVMSV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/RoussosTPM13,
author = {Anastasios Roussos and
Stavros Theodorakis and
Vassilis Pitsikalis and
Petros Maragos},
title = {Dynamic affine-invariant shape-appearance handshape features and classification
in sign language videos},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {1627--1663},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2567716},
doi = {10.5555/2567709.2567716},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/RoussosTPM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/RudinLM13,
author = {Cynthia Rudin and
Benjamin Letham and
David Madigan},
title = {Learning theory analysis for association rules and sequential event
prediction},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {3441--3492},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2567773},
doi = {10.5555/2567709.2567773},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/RudinLM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/RuozziT13,
author = {Nicholas Ruozzi and
Sekhar Tatikonda},
title = {Message-passing algorithms for quadratic minimization},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {2287--2314},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2567734},
doi = {10.5555/2567709.2567734},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/RuozziT13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/RyabkoM13,
author = {Daniil Ryabko and
J{\'{e}}r{\'{e}}mie Mary},
title = {A binary-classification-based metric between time-series distributions
and its use in statistical and learning problems},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {2837--2856},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2567751},
doi = {10.5555/2567709.2567751},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/RyabkoM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SabatoST13,
author = {Sivan Sabato and
Nathan Srebro and
Naftali Tishby},
title = {Distribution-dependent sample complexity of large margin learning},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {2119--2149},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2567729},
doi = {10.5555/2567709.2567729},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SabatoST13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Salleb-AouissiVNKRC13,
author = {Ansaf Salleb{-}Aouissi and
Christel Vrain and
Cyril Nortet and
Xiangrong Kong and
Vivek Rathod and
Daniel Cassard},
title = {QuantMiner for mining quantitative association rules},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {3153--3157},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2567762},
doi = {10.5555/2567709.2567762},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Salleb-AouissiVNKRC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SalomonAA13,
author = {Antoine Salomon and
Jean{-}Yves Audibert and
Issam El Alaoui},
title = {Lower bounds and selectivity of weak-consistent policies in stochastic
multi-armed bandit problem},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {187--207},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2502587},
doi = {10.5555/2567709.2502587},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SalomonAA13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Scherrer13,
author = {Bruno Scherrer},
title = {Performance bounds for {\(\lambda\)} policy iteration and application
to the game of Tetris},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {1181--1227},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2502618},
doi = {10.5555/2567709.2502618},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Scherrer13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Shalev-Shwartz013,
author = {Shai Shalev{-}Shwartz and
Tong Zhang},
title = {Stochastic dual coordinate ascent methods for regularized loss},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {567--599},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2502598},
doi = {10.5555/2567709.2502598},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Shalev-Shwartz013.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ShankarH13,
author = {Karthik H. Shankar and
Marc W. Howard},
title = {Optimally fuzzy temporal memory},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {3785--3812},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2627678},
doi = {10.5555/2567709.2627678},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ShankarH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SlivkinsRG13,
author = {Aleksandrs Slivkins and
Filip Radlinski and
Sreenivas Gollapudi},
title = {Ranked bandits in metric spaces: learning diverse rankings over large
document collections},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {399--436},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2502595},
doi = {10.5555/2567709.2502595},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SlivkinsRG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/StatnikovLA13,
author = {Alexander R. Statnikov and
Jan Lemeire and
Constantin F. Aliferis},
title = {Algorithms for discovery of multiple Markov boundaries},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {499--566},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2502597},
doi = {10.5555/2567709.2502597},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/StatnikovLA13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/StowellP13,
author = {Dan Stowell and
Mark D. Plumbley},
title = {Segregating event streams and noise with a Markov renewal process
model},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {2213--2238},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2567732},
doi = {10.5555/2567709.2567732},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/StowellP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SunWF13,
author = {Wei Sun and
Junhui Wang and
Yixin Fang},
title = {Consistent selection of tuning parameters via variable selection stability},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {3419--3440},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2567772},
doi = {10.5555/2567709.2567772},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SunWF13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SunZ13,
author = {Tingni Sun and
Cun{-}Hui Zhang},
title = {Sparse matrix inversion with scaled Lasso},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {3385--3418},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2567771},
doi = {10.5555/2567709.2567771},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SunZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/TacchettiMSR13,
author = {Andrea Tacchetti and
Pavan Kumar Mallapragada and
Matteo Santoro and
Lorenzo Rosasco},
title = {{GURLS:} a least squares library for supervised learning},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {3201--3205},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2567765},
doi = {10.5555/2567709.2567765},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/TacchettiMSR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/TalwalkarKMR13,
author = {Ameet Talwalkar and
Sanjiv Kumar and
Mehryar Mohri and
Henry A. Rowley},
title = {Large-scale {SVD} and manifold learning},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {3129--3152},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2567761},
doi = {10.5555/2567709.2567761},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/TalwalkarKMR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ThomP13,
author = {Markus Thom and
G{\"{u}}nther Palm},
title = {Sparse activity and sparse connectivity in supervised learning},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {1091--1143},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2502615},
doi = {10.5555/2567709.2502615},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ThomP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Tong13,
author = {Xin Tong},
title = {A plug-in approach to neyman-pearson classification},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {3011--3040},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2567757},
doi = {10.5555/2567709.2567757},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Tong13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/TulabandhulaR13,
author = {Theja Tulabandhula and
Cynthia Rudin},
title = {Machine learning with operational costs},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {1989--2028},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2567726},
doi = {10.5555/2567709.2567726},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/TulabandhulaR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/UrryS13,
author = {Matthew Urry and
Peter Sollich},
title = {Random walk kernels and learning curves for Gaussian process regression
on random graphs},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {1801--1835},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2567721},
doi = {10.5555/2567709.2567721},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/UrryS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ValsalamM13,
author = {Vinod K. Valsalam and
Risto Miikkulainen},
title = {Using symmetry and evolutionary search to minimize sorting networks},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {303--331},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2502591},
doi = {10.5555/2567709.2502591},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ValsalamM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/VanhataloRHJTV13,
author = {Jarno Vanhatalo and
Jaakko Riihim{\"{a}}ki and
Jouni Hartikainen and
Pasi Jyl{\"{a}}nki and
Ville Tolvanen and
Aki Vehtari},
title = {GPstuff: Bayesian modeling with Gaussian processes},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {1175--1179},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2502617},
doi = {10.5555/2567709.2502617},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/VanhataloRHJTV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Verma13,
author = {Nakul Verma},
title = {Distance preserving embeddings for general n-dimensional manifolds},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {2415--2448},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2567739},
doi = {10.5555/2567709.2567739},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Verma13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/WanRLD13,
author = {Jun Wan and
Qiuqi Ruan and
Wei Li and
Shuang Deng},
title = {One-shot learning gesture recognition from {RGB-D} data using bag
of features},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {2549--2582},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2567743},
doi = {10.5555/2567709.2567743},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/WanRLD13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/WangB13,
author = {Chong Wang and
David M. Blei},
title = {Variational inference in nonconjugate models},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {1005--1031},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2502613},
doi = {10.5555/2567709.2502613},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/WangB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/WangMCMCHXW13,
author = {Niya Wang and
Fan Meng and
Li Chen and
Subha Madhavan and
Robert Clarke and
Eric P. Hoffman and
Jianhua Xuan and
Yue Joseph Wang},
title = {The {CAM} software for nonnegative blind source separation in R-Java},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {2899--2903},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2567753},
doi = {10.5555/2567709.2567753},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/WangMCMCHXW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/WangZ13,
author = {Shusen Wang and
Zhihua Zhang},
title = {Improving {CUR} matrix decomposition and the Nystr{\"{o}}m approximation
via adaptive sampling},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {2729--2769},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2567748},
doi = {10.5555/2567709.2567748},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/WangZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Watanabe13,
author = {Sumio Watanabe},
title = {A widely applicable Bayesian information criterion},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {867--897},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2502609},
doi = {10.5555/2567709.2502609},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Watanabe13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/WuLL13,
author = {Wei Wu and
Zhengdong Lu and
Hang Li},
title = {Learning bilinear model for matching queries and documents},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {2519--2548},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2567742},
doi = {10.5555/2567709.2567742},
timestamp = {Mon, 12 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/WuLL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Yuan013,
author = {Xiao{-}Tong Yuan and
Tong Zhang},
title = {Truncated power method for sparse eigenvalue problems},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {899--925},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2502610},
doi = {10.5555/2567709.2502610},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Yuan013.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ZadehG13,
author = {Reza Bosagh Zadeh and
Ashish Goel},
title = {Dimension independent similarity computation},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {1605--1626},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2567715},
doi = {10.5555/2567709.2567715},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ZadehG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ZaidiCCW13,
author = {Nayyar Abbas Zaidi and
Jes{\'{u}}s Cerquides and
Mark James Carman and
Geoffrey I. Webb},
title = {Alleviating naive Bayes attribute independence assumption by attribute
weighting},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {1947--1988},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2567725},
doi = {10.5555/2567709.2567725},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ZaidiCCW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ZhangDW13,
author = {Yuchen Zhang and
John C. Duchi and
Martin J. Wainwright},
title = {Communication-efficient algorithms for statistical optimization},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {3321--3363},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2567769},
doi = {10.5555/2567709.2567769},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ZhangDW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ZhangL13,
author = {Chong Zhang and
Yufeng Liu},
title = {Multicategory large-margin unified machines},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {1349--1386},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2502623},
doi = {10.5555/2567709.2502623},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ZhangL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ZhangT13,
author = {Chao Zhang and
Dacheng Tao},
title = {Risk bounds of learning processes for L{\'{e}}vy processes},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {351--376},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2502593},
doi = {10.5555/2567709.2502593},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ZhangT13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ZhaoEPB13,
author = {Ming{-}Jie Zhao and
Narayanan Unny Edakunni and
Adam Craig Pocock and
Gavin Brown},
title = {Beyond Fano's inequality: bounds on the optimal F-score, BER, and
cost-sensitive risk and their implications},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {1033--1090},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2502614},
doi = {10.5555/2567709.2502614},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ZhaoEPB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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