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journals/jmlr/GenovesePVW12 share record
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Christopher R. Genovese , Marco Perone-Pacifico , Isabella Verdinelli , Larry A. Wasserman : Minimax Manifold Estimation. J. Mach. Learn. Res. 13 : 1263-1291 (2012 )share record
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Nicolas Gillis : Sparse and unique nonnegative matrix factorization through data preprocessing. J. Mach. Learn. Res. 13 : 3349-3386 (2012 )share record
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Stephen Gould : DARWIN: a framework for machine learning and computer vision research and development. J. Mach. Learn. Res. 13 : 3533-3537 (2012 )export record
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journals/jmlr/GrauKGHPG12 share record
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Jan Grau , Jens Keilwagen , André Gohr , Berit Haldemann , Stefan Posch , Ivo Grosse : Jstacs: A Java Framework for Statistical Analysis and Classification of Biological Sequences. J. Mach. Learn. Res. 13 : 1967-1971 (2012 )export record
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journals/jmlr/GrettonBRSS12 share record
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Arthur Gretton , Karsten M. Borgwardt , Malte J. Rasch , Bernhard Schölkopf , Alexander J. Smola : A Kernel Two-Sample Test. J. Mach. Learn. Res. 13 : 723-773 (2012 )share record
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Michael Gutmann , Aapo Hyvärinen : Noise-Contrastive Estimation of Unnormalized Statistical Models, with Applications to Natural Image Statistics. J. Mach. Learn. Res. 13 : 307-361 (2012 )share record
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Steve Hanneke : Activized Learning: Transforming Passive to Active with Improved Label Complexity. J. Mach. Learn. Res. 13 : 1469-1587 (2012 )share record
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Alain Hauser , Peter Bühlmann : Characterization and greedy learning of interventional Markov equivalence classes of directed acyclic graphs. J. Mach. Learn. Res. 13 : 2409-2464 (2012 )share record
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Elad Hazan , Satyen Kale : Online submodular minimization. J. Mach. Learn. Res. 13 : 2903-2922 (2012 )export record
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journals/jmlr/HelmboldL12a share record
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David P. Helmbold , Philip M. Long : On the necessity of irrelevant variables. J. Mach. Learn. Res. 13 : 2145-2170 (2012 )share record
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Philipp Hennig , Christian J. Schuler : Entropy Search for Information-Efficient Global Optimization. J. Mach. Learn. Res. 13 : 1809-1837 (2012 )export record
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journals/jmlr/Hernandez-OralloFF12 share record
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José Hernández-Orallo , Peter A. Flach , César Ferri : A unified view of performance metrics: translating threshold choice into expected classification loss. J. Mach. Learn. Res. 13 : 2813-2869 (2012 )share record
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Chia-Hua Ho , Chih-Jen Lin : Large-scale linear support vector regression. J. Mach. Learn. Res. 13 : 3323-3348 (2012 )share record
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Gary B. Huang , Andrew Kae , Carl Doersch , Erik G. Learned-Miller : Bounding the Probability of Error for High Precision Optical Character Recognition. J. Mach. Learn. Res. 13 : 363-387 (2012 )share record
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Jian Huang , Cun-Hui Zhang : Estimation and Selection via Absolute Penalized Convex Minimization And Its Multistage Adaptive Applications. J. Mach. Learn. Res. 13 : 1839-1864 (2012 )export record
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journals/jmlr/HyttinenEH12 share record
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Antti Hyttinen , Frederick Eberhardt , Patrik O. Hoyer : Learning linear cyclic causal models with latent variables. J. Mach. Learn. Res. 13 : 3387-3439 (2012 )share record
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Prateek Jain , Brian Kulis , Jason V. Davis , Inderjit S. Dhillon : Metric and Kernel Learning Using a Linear Transformation. J. Mach. Learn. Res. 13 : 519-547 (2012 )share record
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Sham M. Kakade , Shai Shalev-Shwartz , Ambuj Tewari : Regularization Techniques for Learning with Matrices. J. Mach. Learn. Res. 13 : 1865-1890 (2012 )share record
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Yongdai Kim , Sunghoon Kwon , Hosik Choi : Consistent Model Selection Criteria on High Dimensions. J. Mach. Learn. Res. 13 : 1037-1057 (2012 )share record
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JooSeuk Kim , Clayton D. Scott : Robust kernel density estimation. J. Mach. Learn. Res. 13 : 2529-2565 (2012 )export record
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journals/jmlr/KiralyBMBM12 share record
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Franz J. Király , Paul von Bünau , Frank C. Meinecke , Duncan A. J. Blythe , Klaus-Robert Müller : Algebraic Geometric Comparison of Probability Distributions. J. Mach. Learn. Res. 13 : 855-903 (2012 )share record
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Marius Kloft , Gilles Blanchard : On the convergence rate of lp-norm multiple kernel learning. J. Mach. Learn. Res. 13 : 2465-2502 (2012 )share record
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Marius Kloft , Pavel Laskov : Security analysis of online centroid anomaly detection. J. Mach. Learn. Res. 13 : 3681-3724 (2012 )export record
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journals/jmlr/KonidarisSB12 share record
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George Dimitri Konidaris , Ilya Scheidwasser , Andrew G. Barto : Transfer in Reinforcement Learning via Shared Features. J. Mach. Learn. Res. 13 : 1333-1371 (2012 )share record
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Sanjiv Kumar , Mehryar Mohri , Ameet Talwalkar : Sampling Methods for the Nyström Method. J. Mach. Learn. Res. 13 : 981-1006 (2012 )share record
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Tobias Lang , Marc Toussaint , Kristian Kersting : Exploration in relational domains for model-based reinforcement learning. J. Mach. Learn. Res. 13 : 3725-3768 (2012 )export record
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journals/jmlr/LarochelleMPB12 share record
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Hugo Larochelle , Michael I. Mandel , Razvan Pascanu , Yoshua Bengio : Learning Algorithms for the Classification Restricted Boltzmann Machine. J. Mach. Learn. Res. 13 : 643-669 (2012 )share record
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Neil D. Lawrence : A Unifying Probabilistic Perspective for Spectral Dimensionality Reduction: Insights and New Models. J. Mach. Learn. Res. 13 : 1609-1638 (2012 )export record
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journals/jmlr/LazaricGM12 share record
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Alessandro Lazaric , Mohammad Ghavamzadeh , Rémi Munos : Finite-sample analysis of least-squares policy iteration. J. Mach. Learn. Res. 13 : 3041-3074 (2012 )share record
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Joonseok Lee , Mingxuan Sun , Guy Lebanon : PREA: personalized recommendation algorithms toolkit. J. Mach. Learn. Res. 13 : 2699-2703 (2012 )