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@article{DBLP:journals/jmlr/AbeelPS09,
author = {Thomas Abeel and
Yves Van de Peer and
Yvan Saeys},
title = {Java-ML: {A} Machine Learning Library},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {931--934},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1577103},
doi = {10.5555/1577069.1577103},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/AbeelPS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/AbernethyBEV09,
author = {Jacob D. Abernethy and
Francis R. Bach and
Theodoros Evgeniou and
Jean{-}Philippe Vert},
title = {A New Approach to Collaborative Filtering: Operator Estimation with
Spectral Regularization},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {803--826},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1577098},
doi = {10.5555/1577069.1577098},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/AbernethyBEV09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/AgarwalN09,
author = {Shivani Agarwal and
Partha Niyogi},
title = {Generalization Bounds for Ranking Algorithms via Algorithmic Stability},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {441--474},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1577085},
doi = {10.5555/1577069.1577085},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/AgarwalN09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/AngluinACER09,
author = {Dana Angluin and
James Aspnes and
Jiang Chen and
David Eisenstat and
Lev Reyzin},
title = {Learning Acyclic Probabilistic Circuits Using Test Paths},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {1881--1911},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1755848},
doi = {10.5555/1577069.1755848},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/AngluinACER09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ArgyriouMP09,
author = {Andreas Argyriou and
Charles A. Micchelli and
Massimiliano Pontil},
title = {When Is There a Representer Theorem? Vector Versus Matrix Regularizers},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {2507--2529},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1755870},
doi = {10.5555/1577069.1755870},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ArgyriouMP09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ArlotM09,
author = {Sylvain Arlot and
Pascal Massart},
title = {Data-driven Calibration of Penalties for Least-Squares Regression},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {245--279},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1577079},
doi = {10.5555/1577069.1577079},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ArlotM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BickelBS09,
author = {Steffen Bickel and
Michael Br{\"{u}}ckner and
Tobias Scheffer},
title = {Discriminative Learning Under Covariate Shift},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {2137--2155},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1755858},
doi = {10.5555/1577069.1755858},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BickelBS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BlanchardR09,
author = {Gilles Blanchard and
{\'{E}}tienne Roquain},
title = {Adaptive False Discovery Rate Control under Independence and Dependence},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {2837--2871},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1755880},
doi = {10.5555/1577069.1755880},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BlanchardR09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BordesBG09,
author = {Antoine Bordes and
L{\'{e}}on Bottou and
Patrick Gallinari},
title = {{SGD-QN:} Careful Quasi-Newton Stochastic Gradient Descent},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {1737--1754},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1755842},
doi = {10.5555/1577069.1755842},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BordesBG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Boulle09,
author = {Marc Boull{\'{e}}},
title = {A Parameter-Free Classification Method for Large Scale Learning},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {1367--1385},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1755829},
doi = {10.5555/1577069.1755829},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Boulle09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BrombergM09,
author = {Facundo Bromberg and
Dimitris Margaritis},
title = {Improving the Reliability of Causal Discovery from Small Data Sets
Using Argumentation},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {301--340},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1577081},
doi = {10.5555/1577069.1577081},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BrombergM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BrunskillLLLR09,
author = {Emma Brunskill and
Bethany R. Leffler and
Lihong Li and
Michael L. Littman and
Nicholas Roy},
title = {Provably Efficient Learning with Typed Parametric Models},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {1955--1988},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1755851},
doi = {10.5555/1577069.1755851},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BrunskillLLLR09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BubeckL09,
author = {S{\'{e}}bastien Bubeck and
Ulrike von Luxburg},
title = {Nearest Neighbor Clustering: {A} Baseline Method for Consistent Clustering
with Arbitrary Objective Functions},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {657--698},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1577092},
doi = {10.5555/1577069.1577092},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BubeckL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ChenFS09,
author = {Jie Chen and
Haw{-}ren Fang and
Yousef Saad},
title = {Fast Approximate \emph{k}NN Graph Construction for High Dimensional
Data via Recursive Lanczos Bisection},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {1989--2012},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1755852},
doi = {10.5555/1577069.1755852},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ChenFS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ChenGGRC09,
author = {Yihua Chen and
Eric K. Garcia and
Maya R. Gupta and
Ali Rahimi and
Luca Cazzanti},
title = {Similarity-based Classification: Concepts and Algorithms},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {747--776},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1577096},
doi = {10.5555/1577069.1577096},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ChenGGRC09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/CozB09,
author = {Juan Jos{\'{e}} del Coz and
Jorge D{\'{\i}}ez and
Antonio Bahamonde},
title = {Learning Nondeterministic Classifiers},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {2273--2293},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1755862},
doi = {10.5555/1577069.1755862},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/CozB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/DasguptaKM09,
author = {Sanjoy Dasgupta and
Adam Tauman Kalai and
Claire Monteleoni},
title = {Analysis of Perceptron-Based Active Learning},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {281--299},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1577080},
doi = {10.5555/1577069.1577080},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/DasguptaKM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/DrtonER09,
author = {Mathias Drton and
Michael Eichler and
Thomas S. Richardson},
title = {Computing Maximum Likelihood Estimates in Recursive Linear Models
with Correlated Errors},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {2329--2348},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1755864},
doi = {10.5555/1577069.1755864},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/DrtonER09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/DuchiS09,
author = {John C. Duchi and
Yoram Singer},
title = {Efficient Online and Batch Learning Using Forward Backward Splitting},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {2899--2934},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1755882},
doi = {10.5555/1577069.1755882},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/DuchiS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/DugasBBNG09,
author = {Charles Dugas and
Yoshua Bengio and
Fran{\c{c}}ois B{\'{e}}lisle and
Claude Nadeau and
Ren{\'{e}} Garcia},
title = {Incorporating Functional Knowledge in Neural Networks},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {1239--1262},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1577111},
doi = {10.5555/1577069.1577111},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/DugasBBNG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/EscalanteMS09,
author = {Hugo Jair Escalante and
Manuel Montes{-}y{-}G{\'{o}}mez and
Luis Enrique Sucar},
title = {Particle Swarm Model Selection},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {405--440},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1577084},
doi = {10.5555/1577069.1577084},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/EscalanteMS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/EspositoR09,
author = {Roberto Esposito and
Daniele Paolo Radicioni},
title = {CarpeDiem: Optimizing the Viterbi Algorithm and Applications to Supervised
Sequential Learning},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {1851--1880},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1755847},
doi = {10.5555/1577069.1755847},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/EspositoR09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/FanSW09,
author = {Jianqing Fan and
Richard Samworth and
Yichao Wu},
title = {Ultrahigh Dimensional Feature Selection: Beyond The Linear Model},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {2013--2038},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1755853},
doi = {10.5555/1577069.1755853},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/FanSW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Feldman09,
author = {Vitaly Feldman},
title = {On The Power of Membership Queries in Agnostic Learning},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {163--182},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1577076},
doi = {10.5555/1577069.1577076},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Feldman09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/FerrerSS09,
author = {Luciana Ferrer and
M. Kemal S{\"{o}}nmez and
Elizabeth Shriberg},
title = {An Anticorrelation Kernel for Subsystem Training in Multiple Classifier
Systems},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {2079--2114},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1755855},
doi = {10.5555/1577069.1755855},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/FerrerSS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/FosterWAHLRSWGS09,
author = {Leslie Foster and
Alex Waagen and
Nabeela Aijaz and
Michael Hurley and
Apolonio Luis and
Joel Rinsky and
Chandrika Satyavolu and
Michael J. Way and
Paul R. Gazis and
Ashok Srivastava},
title = {Stable and Efficient Gaussian Process Calculations},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {857--882},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1577100},
doi = {10.5555/1577069.1577100},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/FosterWAHLRSWGS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/FrancS09,
author = {Vojtech Franc and
S{\"{o}}ren Sonnenburg},
title = {Optimized Cutting Plane Algorithm for Large-Scale Risk Minimization},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {2157--2192},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1755859},
doi = {10.5555/1577069.1755859},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/FrancS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/GhantyPP09,
author = {Pradip Ghanty and
Samrat Paul and
Nikhil R. Pal},
title = {{NEUROSVM:} An Architecture to Reduce the Effect of the Choice of
Kernel on the Performance of {SVM}},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {591--622},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1577090},
doi = {10.5555/1577069.1577090},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/GhantyPP09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/GoedertierMVB09,
author = {Stijn Goedertier and
David Martens and
Jan Vanthienen and
Bart Baesens},
title = {Robust Process Discovery with Artificial Negative Events},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {1305--1340},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1577113},
doi = {10.5555/1577069.1577113},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/GoedertierMVB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/GorissenDT09,
author = {Dirk Gorissen and
Tom Dhaene and
Filip De Turck},
title = {Evolutionary Model Type Selection for Global Surrogate Modeling},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {2039--2078},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1755854},
doi = {10.5555/1577069.1755854},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/GorissenDT09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/GreenshteinP09,
author = {Eitan Greenshtein and
Junyong Park},
title = {Application of Non Parametric Empirical Bayes Estimation to High Dimensional
Classification},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {1687--1704},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1755840},
doi = {10.5555/1577069.1755840},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/GreenshteinP09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/GunawardanaS09,
author = {Asela Gunawardana and
Guy Shani},
title = {A Survey of Accuracy Evaluation Metrics of Recommendation Tasks},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {2935--2962},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1755883},
doi = {10.5555/1577069.1755883},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/GunawardanaS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HausserS09,
author = {Jean Hausser and
Korbinian Strimmer},
title = {Entropy Inference and the James-Stein Estimator, with Application
to Nonlinear Gene Association Networks},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {1469--1484},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1755833},
doi = {10.5555/1577069.1755833},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HausserS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HellersteinRBRP09,
author = {Lisa Hellerstein and
Bernard Rosell and
Eric Bach and
Soumya Ray and
David Page},
title = {Exploiting Product Distributions to Identify Relevant Variables of
Correlation Immune Functions},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {2374--2411},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1755866},
doi = {10.5555/1577069.1755866},
timestamp = {Wed, 01 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmlr/HellersteinRBRP09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HelmboldW09,
author = {David P. Helmbold and
Manfred K. Warmuth},
title = {Learning Permutations with Exponential Weights},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {1705--1736},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1755841},
doi = {10.5555/1577069.1755841},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HelmboldW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HoflingT09,
author = {Holger H{\"{o}}fling and
Robert Tibshirani},
title = {Estimation of Sparse Binary Pairwise Markov Networks using Pseudo-likelihoods},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {883--906},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1577101},
doi = {10.5555/1577069.1577101},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HoflingT09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HuZ09,
author = {Ting Hu and
Ding{-}Xuan Zhou},
title = {Online Learning with Samples Drawn from Non-identical Distributions},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {2873--2898},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1755881},
doi = {10.5555/1577069.1755881},
timestamp = {Sun, 19 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmlr/HuZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HuangGG09,
author = {Jonathan Huang and
Carlos Guestrin and
Leonidas J. Guibas},
title = {Fourier Theoretic Probabilistic Inference over Permutations},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {997--1070},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1577106},
doi = {10.5555/1577069.1577106},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HuangGG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/JainO09,
author = {Brijnesh J. Jain and
Klaus Obermayer},
title = {Structure Spaces},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {2667--2714},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1755876},
doi = {10.5555/1577069.1755876},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/JainO09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Jiang09,
author = {Wenxin Jiang},
title = {On Uniform Deviations of General Empirical Risks with Unboundedness,
Dependence, and High Dimensionality},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {977--996},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1577105},
doi = {10.5555/1577069.1577105},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Jiang09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/KanamoriHS09,
author = {Takafumi Kanamori and
Shohei Hido and
Masashi Sugiyama},
title = {A Least-squares Approach to Direct Importance Estimation},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {1391--1445},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1755831},
doi = {10.5555/1577069.1755831},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/KanamoriHS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/KangT09,
author = {Changsung Kang and
Jin Tian},
title = {Markov Properties for Linear Causal Models with Correlated Errors},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {41--70},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1577071},
doi = {10.5555/1577069.1577071},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/KangT09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/King09,
author = {Davis E. King},
title = {Dlib-ml: {A} Machine Learning Toolkit},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {1755--1758},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1755843},
doi = {10.5555/1577069.1755843},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/King09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/KlivansLS09,
author = {Adam R. Klivans and
Philip M. Long and
Rocco A. Servedio},
title = {Learning Halfspaces with Malicious Noise},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {2715--2740},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1755877},
doi = {10.5555/1577069.1755877},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/KlivansLS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/KontorovichN09,
author = {Leonid Kontorovich and
Boaz Nadler},
title = {Universal Kernel-Based Learning with Applications to Regular Languages},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {1095--1129},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1577108},
doi = {10.5555/1577069.1577108},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/KontorovichN09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/KulisSD09,
author = {Brian Kulis and
M{\'{a}}ty{\'{a}}s A. Sustik and
Inderjit S. Dhillon},
title = {Low-Rank Kernel Learning with Bregman Matrix Divergences},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {341--376},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1577082},
doi = {10.5555/1577069.1577082},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/KulisSD09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/KumarKT09,
author = {M. Pawan Kumar and
Vladimir Kolmogorov and
Philip H. S. Torr},
title = {An Analysis of Convex Relaxations for {MAP} Estimation of Discrete
MRFs},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {71--106},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1577072},
doi = {10.5555/1577069.1577072},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/KumarKT09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LangfordLZ09,
author = {John Langford and
Lihong Li and
Tong Zhang},
title = {Sparse Online Learning via Truncated Gradient},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {777--801},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1577097},
doi = {10.5555/1577069.1577097},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LangfordLZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LarochelleBLL09,
author = {Hugo Larochelle and
Yoshua Bengio and
J{\'{e}}r{\^{o}}me Louradour and
Pascal Lamblin},
title = {Exploring Strategies for Training Deep Neural Networks},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {1--40},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1577070},
doi = {10.5555/1577069.1577070},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LarochelleBLL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Lehmann09,
author = {Jens Lehmann},
title = {DL-Learner: Learning Concepts in Description Logics},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {2639--2642},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1755874},
doi = {10.5555/1577069.1755874},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Lehmann09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LiLC09,
author = {Hui Li and
Xuejun Liao and
Lawrence Carin},
title = {Multi-task Reinforcement Learning in Partially Observable Stochastic
Environments},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {1131--1186},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1577109},
doi = {10.5555/1577069.1577109},
timestamp = {Mon, 08 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LiLC09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LiW09,
author = {Junning Li and
Z. Jane Wang},
title = {Controlling the False Discovery Rate of the Association/Causality
Structure Learned with the {PC} Algorithm},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {475--514},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1577086},
doi = {10.5555/1577069.1577086},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LiW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LinSX09,
author = {Shaowei Lin and
Bernd Sturmfels and
Zhiqiang Xu},
title = {Marginal Likelihood Integrals for Mixtures of Independence Models},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {1611--1631},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1755838},
doi = {10.5555/1577069.1755838},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LinSX09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LiuLW09,
author = {Han Liu and
John D. Lafferty and
Larry A. Wasserman},
title = {The Nonparanormal: Semiparametric Estimation of High Dimensional Undirected
Graphs},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {2295--2328},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1755863},
doi = {10.5555/1577069.1755863},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LiuLW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MadaniCG09,
author = {Omid Madani and
Michael Connor and
Wiley Greiner},
title = {Learning When Concepts Abound},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {2571--2613},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1755872},
doi = {10.5555/1577069.1755872},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/MadaniCG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Maes09,
author = {Francis Maes},
title = {Nieme: Large-Scale Energy-Based Models},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {743--746},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1577095},
doi = {10.5555/1577069.1577095},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Maes09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MannorTY09,
author = {Shie Mannor and
John N. Tsitsiklis and
Jia Yuan Yu},
title = {Online Learning with Sample Path Constraints},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {569--590},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1577089},
doi = {10.5555/1577069.1577089},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/MannorTY09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MartinsSXAF09,
author = {Andr{\'{e}} F. T. Martins and
Noah A. Smith and
Eric P. Xing and
Pedro M. Q. Aguiar and
M{\'{a}}rio A. T. Figueiredo},
title = {Nonextensive Information Theoretic Kernels on Measures},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {935--975},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1577104},
doi = {10.5555/1577069.1577104},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/MartinsSXAF09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/McDowellGA09,
author = {Luke K. McDowell and
Kalyan Moy Gupta and
David W. Aha},
title = {Cautious Collective Classification},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {2777--2836},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1755879},
doi = {10.5555/1577069.1755879},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/McDowellGA09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/NewmanASW09,
author = {David Newman and
Arthur U. Asuncion and
Padhraic Smyth and
Max Welling},
title = {Distributed Algorithms for Topic Models},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {1801--1828},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1755845},
doi = {10.5555/1577069.1755845},
timestamp = {Thu, 16 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmlr/NewmanASW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/NovakLW09,
author = {Petra Kralj Novak and
Nada Lavrac and
Geoffrey I. Webb},
title = {Supervised Descriptive Rule Discovery: {A} Unifying Survey of Contrast
Set, Emerging Pattern and Subgroup Mining},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {377--403},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1577083},
doi = {10.5555/1577069.1577083},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/NovakLW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/OrabonaKC09,
author = {Francesco Orabona and
Joseph Keshet and
Barbara Caputo},
title = {Bounded Kernel-Based Online Learning},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {2643--2666},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1755875},
doi = {10.5555/1577069.1755875},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/OrabonaKC09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/PaquetWO09,
author = {Ulrich Paquet and
Ole Winther and
Manfred Opper},
title = {Perturbation Corrections in Approximate Inference: Mixture Modelling
Applications},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {1263--1304},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1577112},
doi = {10.5555/1577069.1577112},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/PaquetWO09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/PenaNBT09,
author = {Jos{\'{e}} M. Pe{\~{n}}a and
Roland Nilsson and
Johan Bj{\"{o}}rkegren and
Jesper Tegn{\'{e}}r},
title = {An Algorithm for Reading Dependencies from the Minimal Undirected
Independence Map of a Graphoid that Satisfies Weak Transitivity},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {1071--1094},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1577107},
doi = {10.5555/1577069.1577107},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/PenaNBT09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/PoczosL09,
author = {Barnab{\'{a}}s P{\'{o}}czos and
Andr{\'{a}}s L{\"{o}}rincz},
title = {Identification of Recurrent Neural Networks by Bayesian Interrogation
Techniques},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {515--554},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1577087},
doi = {10.5555/1577069.1577087},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/PoczosL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/QuadriantoSCL09,
author = {Novi Quadrianto and
Alexander J. Smola and
Tib{\'{e}}rio S. Caetano and
Quoc V. Le},
title = {Estimating Labels from Label Proportions},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {2349--2374},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1755865},
doi = {10.5555/1577069.1755865},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/QuadriantoSCL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/RaederC09,
author = {Troy Raeder and
Nitesh V. Chawla},
title = {Model Monitor (\emph{M}\({}^{\mbox{2}}\)): Evaluating, Comparing,
and Monitoring Models},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {1387--1390},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1755830},
doi = {10.5555/1577069.1755830},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/RaederC09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/RamonN09,
author = {Jan Ramon and
Siegfried Nijssen},
title = {Polynomial-Delay Enumeration of Monotonic Graph Classes},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {907--929},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1577102},
doi = {10.5555/1577069.1577102},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/RamonN09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/RiegerZ09,
author = {Christian Rieger and
Barbara Zwicknagl},
title = {Deterministic Error Analysis of Support Vector Regression and Related
Regularized Kernel Methods},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {2115--2132},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1755856},
doi = {10.5555/1577069.1755856},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/RiegerZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Rosset09,
author = {Saharon Rosset},
title = {Bi-Level Path Following for Cross Validated Solution of Kernel Quantile
Regression},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {2473--2505},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1755869},
doi = {10.5555/1577069.1755869},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Rosset09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Rudin09,
author = {Cynthia Rudin},
title = {The P-Norm Push: {A} Simple Convex Ranking Algorithm that Concentrates
at the Top of the List},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {2233--2271},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1755861},
doi = {10.5555/1577069.1755861},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Rudin09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/RudinS09,
author = {Cynthia Rudin and
Robert E. Schapire},
title = {Margin-based Ranking and an Equivalence between AdaBoost and RankBoost},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {2193--2232},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1755860},
doi = {10.5555/1577069.1755860},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/RudinS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ShahW09,
author = {Abhik Shah and
Peter J. Woolf},
title = {Python Environment for Bayesian Learning: Inferring the Structure
of Bayesian Networks from Knowledge and Data},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {159--162},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1577075},
doi = {10.5555/1577069.1577075},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ShahW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ShahbabaN09,
author = {Babak Shahbaba and
Radford M. Neal},
title = {Nonlinear Models Using Dirichlet Process Mixtures},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {1829--1850},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1755846},
doi = {10.5555/1577069.1755846},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ShahbabaN09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ShiPDLSV09,
author = {Qinfeng Shi and
James Petterson and
Gideon Dror and
John Langford and
Alexander J. Smola and
S. V. N. Vishwanathan},
title = {Hash Kernels for Structured Data},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {2615--2637},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1755873},
doi = {10.5555/1577069.1755873},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ShiPDLSV09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SilvaG09,
author = {Ricardo Bezerra de Andrade e Silva and
Zoubin Ghahramani},
title = {The Hidden Life of Latent Variables: Bayesian Learning with Mixed
Graph Models},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {1187--1238},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1577110},
doi = {10.5555/1577069.1577110},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SilvaG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SlobodianikZM09,
author = {Nikolai Slobodianik and
Dmitry Yu. Zaporozhets and
Neal Madras},
title = {Strong Limit Theorems for the Bayesian Scoring Criterion in Bayesian
Networks},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {1511--1526},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1755835},
doi = {10.5555/1577069.1755835},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SlobodianikZM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/StrehlLL09,
author = {Alexander L. Strehl and
Lihong Li and
Michael L. Littman},
title = {Reinforcement Learning in Finite MDPs: {PAC} Analysis},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {2413--2444},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1755867},
doi = {10.5555/1577069.1755867},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/StrehlLL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SuTWNL09,
author = {Xiaogang Su and
Chih{-}Ling Tsai and
Hansheng Wang and
David M. Nickerson and
Bogong Li},
title = {Subgroup Analysis via Recursive Partitioning},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {141--158},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1577074},
doi = {10.5555/1577069.1577074},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SuTWNL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SyedIG09,
author = {Zeeshan Syed and
Piotr Indyk and
John V. Guttag},
title = {Learning Approximate Sequential Patterns for Classification},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {1913--1936},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1755849},
doi = {10.5555/1577069.1755849},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SyedIG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/TakacsPNT09,
author = {G{\'{a}}bor Tak{\'{a}}cs and
Istv{\'{a}}n Pil{\'{a}}szy and
Botty{\'{a}}n N{\'{e}}meth and
Domonkos Tikk},
title = {Scalable Collaborative Filtering Approaches for Large Recommender
Systems},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {623--656},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1577091},
doi = {10.5555/1577069.1577091},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/TakacsPNT09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/TannerW09,
author = {Brian Tanner and
Adam White},
title = {RL-Glue: Language-Independent Software for Reinforcement-Learning
Experiments},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {2133--2136},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1755857},
doi = {10.5555/1577069.1755857},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/TannerW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/TaylorS09,
author = {Matthew E. Taylor and
Peter Stone},
title = {Transfer Learning for Reinforcement Learning Domains: {A} Survey},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {1633--1685},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1755839},
doi = {10.5555/1577069.1755839},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/TaylorS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/TuvBRT09,
author = {Eugene Tuv and
Alexander Borisov and
George C. Runger and
Kari Torkkola},
title = {Feature Selection with Ensembles, Artificial Variables, and Redundancy
Elimination},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {1341--1366},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1755828},
doi = {10.5555/1577069.1755828},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/TuvBRT09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/VanderWeeleR09,
author = {Tyler J. VanderWeele and
James M. Robins},
title = {Properties of Monotonic Effects on Directed Acyclic Graphs},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {699--718},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1577093},
doi = {10.5555/1577069.1577093},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/VanderWeeleR09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/VovkZ09,
author = {Vladimir Vovk and
Fedor Zhdanov},
title = {Prediction With Expert Advice For The Brier Game},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {2445--2471},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1755868},
doi = {10.5555/1577069.1755868},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/VovkZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/VuralFKDR09,
author = {Volkan Vural and
Glenn Fung and
Balaji Krishnapuram and
Jennifer G. Dy and
R. Bharat Rao},
title = {Using Local Dependencies within Batches to Improve Large Margin Classifiers},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {183--206},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1577077},
doi = {10.5555/1577069.1577077},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/VuralFKDR09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/WangSP09,
author = {Junhui Wang and
Xiaotong Shen and
Wei Pan},
title = {On Efficient Large Margin Semisupervised Learning: Method and Theory},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {719--742},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1577094},
doi = {10.5555/1577069.1577094},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/WangSP09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/WeinbergerS09,
author = {Kilian Q. Weinberger and
Lawrence K. Saul},
title = {Distance Metric Learning for Large Margin Nearest Neighbor Classification},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {207--244},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1577078},
doi = {10.5555/1577069.1577078},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/WeinbergerS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/WhiteC09,
author = {Halbert White and
Karim Chalak},
title = {Settable Systems: An Extension of Pearl's Causal Model with Optimization,
Equilibrium, and Learning},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {1759--1799},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1755844},
doi = {10.5555/1577069.1755844},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/WhiteC09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/WoodsendG09,
author = {Kristian Woodsend and
Jacek Gondzio},
title = {Hybrid MPI/OpenMP Parallel Linear Support Vector Machine Training},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {1937--1953},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1755850},
doi = {10.5555/1577069.1755850},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/WoodsendG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/XiangZ09,
author = {Dao{-}Hong Xiang and
Ding{-}Xuan Zhou},
title = {Classification with Gaussians and Convex Loss},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {1447--1468},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1755832},
doi = {10.5555/1577069.1755832},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/XiangZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/XuCM09,
author = {Huan Xu and
Constantine Caramanis and
Shie Mannor},
title = {Robustness and Regularization of Support Vector Machines},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {1485--1510},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1755834},
doi = {10.5555/1577069.1755834},
timestamp = {Tue, 12 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmlr/XuCM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/XuFY09,
author = {Yuehua Xu and
Alan Fern and
Sung Wook Yoon},
title = {Learning Linear Ranking Functions for Beam Search with Application
to Planning},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {1571--1610},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1755837},
doi = {10.5555/1577069.1755837},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/XuFY09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/XuZ09,
author = {Yuesheng Xu and
Haizhang Zhang},
title = {Refinement of Reproducing Kernels},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {107--140},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1577073},
doi = {10.5555/1577069.1577073},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/XuZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/YehezkelL09,
author = {Raanan Yehezkel and
Boaz Lerner},
title = {Bayesian Network Structure Learning by Recursive Autonomy Identification},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {1527--1570},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1755836},
doi = {10.5555/1577069.1755836},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/YehezkelL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ZakaiR09,
author = {Alon Zakai and
Yaacov Ritov},
title = {Consistency and Localizability},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {827--856},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1577099},
doi = {10.5555/1577069.1577099},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ZakaiR09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Zhang09,
author = {Tong Zhang},
title = {On the Consistency of Feature Selection using Greedy Least Squares
Regression},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {555--568},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1577088},
doi = {10.5555/1577069.1577088},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Zhang09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ZhangXZ09,
author = {Haizhang Zhang and
Yuesheng Xu and
Jun Zhang},
title = {Reproducing Kernel Banach Spaces for Machine Learning},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {2741--2775},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1755878},
doi = {10.5555/1577069.1755878},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ZhangXZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ZhuX09,
author = {Jun Zhu and
Eric P. Xing},
title = {Maximum Entropy Discrimination Markov Networks},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {2531--2569},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1755871},
doi = {10.5555/1577069.1755871},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ZhuX09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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