Gunawardana, Asela; Shani, Guy A survey of accuracy evaluation metrics of recommendation tasks. (English) Zbl 1235.68155 J. Mach. Learn. Res. 10, 2935-2962 (2009). MSC: 68T05 68T35 PDFBibTeX XMLCite \textit{A. Gunawardana} and \textit{G. Shani}, J. Mach. Learn. Res. 10, 2935--2962 (2009; Zbl 1235.68155) Full Text: Link
Duchi, John; Singer, Yoram Efficient online and batch learning using forward backward splitting. (English) Zbl 1235.62151 J. Mach. Learn. Res. 10, 2899-2934 (2009). MSC: 62P99 68T05 90C25 65C60 90C90 PDFBibTeX XMLCite \textit{J. Duchi} and \textit{Y. Singer}, J. Mach. Learn. Res. 10, 2899--2934 (2009; Zbl 1235.62151) Full Text: Link
Hu, Ting; Zhou, Ding-Xuan Online learning with samples drawn from non-identical distributions. (English) Zbl 1235.68157 J. Mach. Learn. Res. 10, 2873-2898 (2009). MSC: 68T05 62H30 62G08 PDFBibTeX XMLCite \textit{T. Hu} and \textit{D.-X. Zhou}, J. Mach. Learn. Res. 10, 2873--2898 (2009; Zbl 1235.68157) Full Text: Link
Blanchard, Gilles; Roquain, Étienne Adaptive false discovery rate control under independence and dependence. (English) Zbl 1235.62093 J. Mach. Learn. Res. 10, 2837-2871 (2009). MSC: 62J15 65C60 PDFBibTeX XMLCite \textit{G. Blanchard} and \textit{É. Roquain}, J. Mach. Learn. Res. 10, 2837--2871 (2009; Zbl 1235.62093) Full Text: arXiv Link
Mcdowell, Luke K.; Gupta, Kalyan Moy; Aha, David W. Cautious collective classification. (English) Zbl 1235.68175 J. Mach. Learn. Res. 10, 2777-2836 (2009). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{L. K. Mcdowell} et al., J. Mach. Learn. Res. 10, 2777--2836 (2009; Zbl 1235.68175) Full Text: Link
Zhang, Haizhang; Xu, Yuesheng; Zhang, Jun Reproducing kernel Banach spaces for machine learning. (English) Zbl 1235.68217 J. Mach. Learn. Res. 10, 2741-2775 (2009). MSC: 68T05 PDFBibTeX XMLCite \textit{H. Zhang} et al., J. Mach. Learn. Res. 10, 2741--2775 (2009; Zbl 1235.68217) Full Text: Link
Klivans, Adam R.; Long, Philip M.; Servedio, Rocco A. Learning halfspaces with malicious noise. (English) Zbl 1235.68164 J. Mach. Learn. Res. 10, 2715-2740 (2009). MSC: 68T05 62H25 62H30 PDFBibTeX XMLCite \textit{A. R. Klivans} et al., J. Mach. Learn. Res. 10, 2715--2740 (2009; Zbl 1235.68164) Full Text: Link
Jain, Brijnesh J.; Obermayer, Klaus Structure spaces. (English) Zbl 1235.68159 J. Mach. Learn. Res. 10, 2667-2714 (2009). MSC: 68T05 68R10 PDFBibTeX XMLCite \textit{B. J. Jain} and \textit{K. Obermayer}, J. Mach. Learn. Res. 10, 2667--2714 (2009; Zbl 1235.68159) Full Text: Link
Orabona, Francesco; Keshet, Joseph; Caputo, Barbara Bounded kernel-based online learning. (English) Zbl 1235.68179 J. Mach. Learn. Res. 10, 2643-2666 (2009). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{F. Orabona} et al., J. Mach. Learn. Res. 10, 2643--2666 (2009; Zbl 1235.68179) Full Text: Link
Lehmann, Jens DL-learner: learning concepts in description logics. (English) Zbl 1235.68227 J. Mach. Learn. Res. 10, 2639-2642 (2009). MSC: 68T30 68T05 PDFBibTeX XMLCite \textit{J. Lehmann}, J. Mach. Learn. Res. 10, 2639--2642 (2009; Zbl 1235.68227) Full Text: Link
Shi, Qinfeng; Petterson, James; Dror, Gideon; Langford, John; Smola, Alex; Vishwanathan, S. V. N. Hash kernels for structured data. (English) Zbl 1235.68188 J. Mach. Learn. Res. 10, 2615-2637 (2009). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{Q. Shi} et al., J. Mach. Learn. Res. 10, 2615--2637 (2009; Zbl 1235.68188) Full Text: Link
Madani, Omid; Connor, Michael; Greiner, Wiley Learning when concepts abound. (English) Zbl 1235.68172 J. Mach. Learn. Res. 10, 2571-2613 (2009). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{O. Madani} et al., J. Mach. Learn. Res. 10, 2571--2613 (2009; Zbl 1235.68172) Full Text: Link
Zhu, Jun; Xing, Eric P. Maximum entropy discrimination Markov networks. (English) Zbl 1235.62007 J. Mach. Learn. Res. 10, 2531-2569 (2009). MSC: 62B10 68T05 62M45 62J99 PDFBibTeX XMLCite \textit{J. Zhu} and \textit{E. P. Xing}, J. Mach. Learn. Res. 10, 2531--2569 (2009; Zbl 1235.62007) Full Text: arXiv Link
Argyriou, Andreas; Micchelli, Charles A.; Pontil, Massimiliano When is there a representer theorem? Vector versus matrix regularizers. (English) Zbl 1235.68128 J. Mach. Learn. Res. 10, 2507-2529 (2009). MSC: 68T05 62H30 62J02 PDFBibTeX XMLCite \textit{A. Argyriou} et al., J. Mach. Learn. Res. 10, 2507--2529 (2009; Zbl 1235.68128) Full Text: Link
Rosset, Saharon Bi-level path following for cross validated solution of kernel quantile regression. (English) Zbl 1235.68184 J. Mach. Learn. Res. 10, 2473-2505 (2009). MSC: 68T05 62H30 62J02 PDFBibTeX XMLCite \textit{S. Rosset}, J. Mach. Learn. Res. 10, 2473--2505 (2009; Zbl 1235.68184) Full Text: Link
Vovk, Vladimir; Zhdanov, Fedor Prediction with expert advice for the Brier game. (English) Zbl 1235.91027 J. Mach. Learn. Res. 10, 2445-2471 (2009). MSC: 91A26 68T05 60G40 PDFBibTeX XMLCite \textit{V. Vovk} and \textit{F. Zhdanov}, J. Mach. Learn. Res. 10, 2445--2471 (2009; Zbl 1235.91027) Full Text: Link
Strehl, Alexander L.; Li, Lihong; Littman, Michael L. Reinforcement learning in finite MDPs: PAC analysis. (English) Zbl 1235.68193 J. Mach. Learn. Res. 10, 2413-2444 (2009). MSC: 68T05 62J02 PDFBibTeX XMLCite \textit{A. L. Strehl} et al., J. Mach. Learn. Res. 10, 2413--2444 (2009; Zbl 1235.68193) Full Text: Link
Hellerstein, Lisa; Rosell, Bernard; Bach, Eric; Ray, Soumya; Page, David Exploiting product distributions to identify relevant variables of correlation immune functions. (English) Zbl 1235.68156 J. Mach. Learn. Res. 10, 2375-2411 (2009). MSC: 68T05 62H30 06E30 PDFBibTeX XMLCite \textit{L. Hellerstein} et al., J. Mach. Learn. Res. 10, 2375--2411 (2009; Zbl 1235.68156) Full Text: Link
Quadrianto, Novi; Smola, Alex J.; Caetano, Tibério S.; Le, Quoc V. Estimating labels from label proportions. (English) Zbl 1235.68182 J. Mach. Learn. Res. 10, 2349-2374 (2009). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{N. Quadrianto} et al., J. Mach. Learn. Res. 10, 2349--2374 (2009; Zbl 1235.68182) Full Text: Link
Drton, Mathias; Eichler, Michael; Richardson, Thomas S. Computing maximum likelihood estimates in recursive linear models with correlated errors. (English) Zbl 1235.62077 J. Mach. Learn. Res. 10, 2329-2348 (2009). MSC: 62J05 62H12 65C60 PDFBibTeX XMLCite \textit{M. Drton} et al., J. Mach. Learn. Res. 10, 2329--2348 (2009; Zbl 1235.62077) Full Text: arXiv Link
Liu, Han; Lafferty, John; Wasserman, Larry The nonparanormal: semiparametric estimation of high dimensional undirected graphs. (English) Zbl 1235.62035 J. Mach. Learn. Res. 10, 2295-2328 (2009). MSC: 62G05 62H99 05C99 PDFBibTeX XMLCite \textit{H. Liu} et al., J. Mach. Learn. Res. 10, 2295--2328 (2009; Zbl 1235.62035) Full Text: arXiv Link
Del Coz, Juan José; Díez, Jorge; Bahamonde, Antonio Learning nondeterministic classifiers. (English) Zbl 1235.68144 J. Mach. Learn. Res. 10, 2273-2293 (2009). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{J. J. Del Coz} et al., J. Mach. Learn. Res. 10, 2273--2293 (2009; Zbl 1235.68144) Full Text: Link
Rudin, Cynthia The \(p\)-norm push: a simple convex ranking algorithm that concentrates at the top of the list. (English) Zbl 1235.68185 J. Mach. Learn. Res. 10, 2233-2271 (2009). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{C. Rudin}, J. Mach. Learn. Res. 10, 2233--2271 (2009; Zbl 1235.68185) Full Text: Link
Rudin, Cynthia; Schapire, Robert E. Margin-based ranking and an equivalence between AdaBoost and RankBoost. (English) Zbl 1235.68186 J. Mach. Learn. Res. 10, 2193-2232 (2009). MSC: 68T05 PDFBibTeX XMLCite \textit{C. Rudin} and \textit{R. E. Schapire}, J. Mach. Learn. Res. 10, 2193--2232 (2009; Zbl 1235.68186) Full Text: Link
Franc, Vojtěch; Sonnenburg, Sören Optimized cutting plane algorithm for large-scale risk minimization. (English) Zbl 1235.68151 J. Mach. Learn. Res. 10, 2157-2192 (2009). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{V. Franc} and \textit{S. Sonnenburg}, J. Mach. Learn. Res. 10, 2157--2192 (2009; Zbl 1235.68151) Full Text: Link
Bickel, Steffen; Brückner, Michael; Scheffer, Tobias Discriminative learning under covariate shift. (English) Zbl 1235.62066 J. Mach. Learn. Res. 10, 2137-2155 (2009). MSC: 62H30 68T05 90C90 62J12 PDFBibTeX XMLCite \textit{S. Bickel} et al., J. Mach. Learn. Res. 10, 2137--2155 (2009; Zbl 1235.62066) Full Text: Link
Rieger, Christian; Zwicknagl, Barbara Deterministic error analysis of support vector regression and related regularized kernel methods. (English) Zbl 1235.62068 J. Mach. Learn. Res. 10, 2115-2132 (2009). MSC: 62H30 62J99 68Q32 65C60 PDFBibTeX XMLCite \textit{C. Rieger} and \textit{B. Zwicknagl}, J. Mach. Learn. Res. 10, 2115--2132 (2009; Zbl 1235.62068) Full Text: Link
Ferrer, Luciana; Sönmez, Kemal; Shriberg, Elizabeth An anticorrelation kernel for subsystem training in multiple classifier systems. (English) Zbl 1235.68150 J. Mach. Learn. Res. 10, 2079-2114 (2009). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{L. Ferrer} et al., J. Mach. Learn. Res. 10, 2079--2114 (2009; Zbl 1235.68150) Full Text: Link
Gorissen, Dirk; Dhaene, Tom; De Turck, Filip Evolutionary model type selection for global surrogate modeling. (English) Zbl 1235.62008 J. Mach. Learn. Res. 10, 2039-2078 (2009). MSC: 62B99 68T05 90C59 PDFBibTeX XMLCite \textit{D. Gorissen} et al., J. Mach. Learn. Res. 10, 2039--2078 (2009; Zbl 1235.62008) Full Text: Link
Fan, Jianqing; Samworth, Richard; Wu, Yichao Ultrahigh dimensional feature selection: beyond the linear model. (English) Zbl 1235.62089 J. Mach. Learn. Res. 10, 2013-2038 (2009). MSC: 62J12 62H30 65C60 PDFBibTeX XMLCite \textit{J. Fan} et al., J. Mach. Learn. Res. 10, 2013--2038 (2009; Zbl 1235.62089) Full Text: arXiv Link
Chen, Jie; Fang, Haw-Ren; Saad, Yousef Fast approximate \(k\)NN graph construction for high dimensional data via recursive Lanczos bisection. (English) Zbl 1235.68137 J. Mach. Learn. Res. 10, 1989-2012 (2009). MSC: 68T05 05C85 PDFBibTeX XMLCite \textit{J. Chen} et al., J. Mach. Learn. Res. 10, 1989--2012 (2009; Zbl 1235.68137) Full Text: Link
Brunskill, Emma; Leffler, Bethany R.; Li, Lihong; Littman, Michael L.; Roy, Nicholas Provably efficient learning with typed parametric models. (English) Zbl 1235.68133 J. Mach. Learn. Res. 10, 1955-1988 (2009). MSC: 68T05 62J02 PDFBibTeX XMLCite \textit{E. Brunskill} et al., J. Mach. Learn. Res. 10, 1955--1988 (2009; Zbl 1235.68133) Full Text: Link
Woodsend, Kristian; Gondzio, Jacek Hybrid MPI/OpenMP parallel linear support vector machine training. (English) Zbl 1235.68205 J. Mach. Learn. Res. 10, 1937-1953 (2009). MSC: 68T05 90C51 PDFBibTeX XMLCite \textit{K. Woodsend} and \textit{J. Gondzio}, J. Mach. Learn. Res. 10, 1937--1953 (2009; Zbl 1235.68205) Full Text: Link
Syed, Zeeshan; Indyk, Piotr; Guttag, John Learning approximate sequential patterns for classification. (English) Zbl 1235.62072 J. Mach. Learn. Res. 10, 1913-1936 (2009). MSC: 62H30 68T05 62L99 90B40 62P10 65C60 PDFBibTeX XMLCite \textit{Z. Syed} et al., J. Mach. Learn. Res. 10, 1913--1936 (2009; Zbl 1235.62072) Full Text: Link
Angluin, Dana; Aspnes, James; Chen, Jiang; Eisenstat, David; Reyzin, Lev Learning acyclic probabilistic circuits using test paths. (English) Zbl 1235.68126 J. Mach. Learn. Res. 10, 1881-1911 (2009). MSC: 68T05 PDFBibTeX XMLCite \textit{D. Angluin} et al., J. Mach. Learn. Res. 10, 1881--1911 (2009; Zbl 1235.68126) Full Text: Link
Esposito, Roberto; Radicioni, Daniele P. CarpeDiem: optimizing the Viterbi algorithm and applications to supervised sequential learning. (English) Zbl 1235.68147 J. Mach. Learn. Res. 10, 1851-1880 (2009). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{R. Esposito} and \textit{D. P. Radicioni}, J. Mach. Learn. Res. 10, 1851--1880 (2009; Zbl 1235.68147) Full Text: Link
Shahbaba, Babak; Neal, Radford Nonlinear models using Dirichlet process mixtures. (English) Zbl 1235.62069 J. Mach. Learn. Res. 10, 1829-1850 (2009). MSC: 62H30 62J02 68T05 62P10 PDFBibTeX XMLCite \textit{B. Shahbaba} and \textit{R. Neal}, J. Mach. Learn. Res. 10, 1829--1850 (2009; Zbl 1235.62069) Full Text: arXiv Link
Newman, David; Asuncion, Arthur; Smyth, Padhraic; Welling, Max Distributed algorithms for topic models. (English) Zbl 1235.68324 J. Mach. Learn. Res. 10, 1801-1828 (2009). MSC: 68W15 68T05 62H30 PDFBibTeX XMLCite \textit{D. Newman} et al., J. Mach. Learn. Res. 10, 1801--1828 (2009; Zbl 1235.68324) Full Text: Link
White, Halbert; Chalak, Karim Settable systems: an extension of Pearl’s causal model with optimization, equilibrium, and learning. (English) Zbl 1235.91148 J. Mach. Learn. Res. 10, 1759-1799 (2009). MSC: 91B99 68T37 68T05 91A26 91B06 PDFBibTeX XMLCite \textit{H. White} and \textit{K. Chalak}, J. Mach. Learn. Res. 10, 1759--1799 (2009; Zbl 1235.91148) Full Text: Link
Bordes, Antoine; Bottou, Léon; Gallinari, Patrick SGD-QN: careful quasi-Newton stochastic gradient descent. (English) Zbl 1235.68130 J. Mach. Learn. Res. 10, 1737-1754 (2009). MSC: 68T05 62H30 62J07 PDFBibTeX XMLCite \textit{A. Bordes} et al., J. Mach. Learn. Res. 10, 1737--1754 (2009; Zbl 1235.68130) Full Text: Link
Helmbold, David P.; Warmuth, Manfred K. Learning permutations with exponential weights. (English) Zbl 1235.68092 J. Mach. Learn. Res. 10, 1705-1736 (2009). MSC: 68Q32 68T05 PDFBibTeX XMLCite \textit{D. P. Helmbold} and \textit{M. K. Warmuth}, J. Mach. Learn. Res. 10, 1705--1736 (2009; Zbl 1235.68092) Full Text: Link
Greenshtein, Eitan; Park, Junyong Application of non parametric empirical Bayes estimation to high dimensional classification. (English) Zbl 1235.62010 J. Mach. Learn. Res. 10, 1687-1704 (2009). MSC: 62C12 62G05 62H30 65C60 PDFBibTeX XMLCite \textit{E. Greenshtein} and \textit{J. Park}, J. Mach. Learn. Res. 10, 1687--1704 (2009; Zbl 1235.62010) Full Text: Link
Taylor, Matthew E.; Stone, Peter Transfer learning for reinforcement learning domains: a survey. (English) Zbl 1235.68196 J. Mach. Learn. Res. 10, 1633-1685 (2009). MSC: 68T05 PDFBibTeX XMLCite \textit{M. E. Taylor} and \textit{P. Stone}, J. Mach. Learn. Res. 10, 1633--1685 (2009; Zbl 1235.68196) Full Text: Link
Lin, Shaowei; Sturmfels, Bernd; Xu, Zhiqiang Marginal likelihood integrals for mixtures of independence models. (English) Zbl 1235.62009 J. Mach. Learn. Res. 10, 1611-1631 (2009). MSC: 62C10 62F15 68W30 PDFBibTeX XMLCite \textit{S. Lin} et al., J. Mach. Learn. Res. 10, 1611--1631 (2009; Zbl 1235.62009) Full Text: arXiv Link
Xu, Yuehua; Fern, Alan; Yoon, Sungwook Learning linear ranking functions for beam search with application to planning. (English) Zbl 1235.68210 J. Mach. Learn. Res. 10, 1571-1610 (2009). MSC: 68T05 68T20 62H30 PDFBibTeX XMLCite \textit{Y. Xu} et al., J. Mach. Learn. Res. 10, 1571--1610 (2009; Zbl 1235.68210) Full Text: Link
Yehezkel, Raanan; Lerner, Boaz Bayesian network structure learning by recursive autonomy identification. (English) Zbl 1235.68214 J. Mach. Learn. Res. 10, 1527-1570 (2009). MSC: 68T05 05C82 62C10 PDFBibTeX XMLCite \textit{R. Yehezkel} and \textit{B. Lerner}, J. Mach. Learn. Res. 10, 1527--1570 (2009; Zbl 1235.68214) Full Text: Link
Slobodianik, Nikolai; Zaporozhets, Dmitry; Madras, Neal Strong limit theorems for the Bayesian scoring criterion in Bayesian networks. (English) Zbl 1235.68192 J. Mach. Learn. Res. 10, 1511-1526 (2009). MSC: 68T05 60F15 PDFBibTeX XMLCite \textit{N. Slobodianik} et al., J. Mach. Learn. Res. 10, 1511--1526 (2009; Zbl 1235.68192) Full Text: Link
Xu, Huan; Caramanis, Constantine; Mannor, Shie Robustness and regularization of support vector machines. (English) Zbl 1235.68209 J. Mach. Learn. Res. 10, 1485-1510 (2009). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{H. Xu} et al., J. Mach. Learn. Res. 10, 1485--1510 (2009; Zbl 1235.68209) Full Text: Link
Hausser, Jean; Strimmer, Korbinian Entropy inference and the James-Stein estimator, with application to nonlinear gene association networks. (English) Zbl 1235.62006 J. Mach. Learn. Res. 10, 1469-1484 (2009). MSC: 62B10 62P10 92C42 92D10 65C60 PDFBibTeX XMLCite \textit{J. Hausser} and \textit{K. Strimmer}, J. Mach. Learn. Res. 10, 1469--1484 (2009; Zbl 1235.62006) Full Text: arXiv Link
Xiang, Dao-Hong; Zhou, Ding-Xuan Classification with Gaussians and convex loss. (English) Zbl 1235.68207 J. Mach. Learn. Res. 10, 1447-1468 (2009). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{D.-H. Xiang} and \textit{D.-X. Zhou}, J. Mach. Learn. Res. 10, 1447--1468 (2009; Zbl 1235.68207) Full Text: Link
Kanamori, Takafumi; Hido, Shohei; Sugiyama, Masashi A least-squares approach to direct importance estimation. (English) Zbl 1235.62039 J. Mach. Learn. Res. 10, 1391-1445 (2009). MSC: 62G07 62G05 65C60 PDFBibTeX XMLCite \textit{T. Kanamori} et al., J. Mach. Learn. Res. 10, 1391--1445 (2009; Zbl 1235.62039) Full Text: Link
Boullé, Marc A parameter-free classification method for large scale learning. (English) Zbl 1235.68131 J. Mach. Learn. Res. 10, 1367-1385 (2009). MSC: 68T05 62H30 62C10 PDFBibTeX XMLCite \textit{M. Boullé}, J. Mach. Learn. Res. 10, 1367--1385 (2009; Zbl 1235.68131) Full Text: Link
Tuv, Eugene; Borisov, Alexander; Runger, George; Torkkola, Kari Feature selection with ensembles, artificial variables, and redundancy elimination. (English) Zbl 1235.62003 J. Mach. Learn. Res. 10, 1341-1366 (2009). MSC: 62A99 65C60 PDFBibTeX XMLCite \textit{E. Tuv} et al., J. Mach. Learn. Res. 10, 1341--1366 (2009; Zbl 1235.62003) Full Text: Link
Goedertier, Stijn; Martens, David; Vanthienen, Jan; Baesens, Bart Robust process discovery with artificial negative events. (English) Zbl 1235.68153 J. Mach. Learn. Res. 10, 1305-1340 (2009). MSC: 68T05 PDFBibTeX XMLCite \textit{S. Goedertier} et al., J. Mach. Learn. Res. 10, 1305--1340 (2009; Zbl 1235.68153) Full Text: Link
Paquet, Ulrich; Winther, Ole; Opper, Manfred Perturbation corrections in approximate inference: mixture modelling applications. (English) Zbl 1235.62029 J. Mach. Learn. Res. 10, 1263-1304 (2009). MSC: 62F15 65C60 PDFBibTeX XMLCite \textit{U. Paquet} et al., J. Mach. Learn. Res. 10, 1263--1304 (2009; Zbl 1235.62029) Full Text: Link
Dugas, Charles; Bengio, Yoshua; Bélisle, François; Nadeau, Claude; Garcia, René Incorporating functional knowledge in neural networks. (English) Zbl 1235.68146 J. Mach. Learn. Res. 10, 1239-1262 (2009). MSC: 68T05 91G20 62M45 PDFBibTeX XMLCite \textit{C. Dugas} et al., J. Mach. Learn. Res. 10, 1239--1262 (2009; Zbl 1235.68146) Full Text: Link
Silva, Ricardo; Ghahramani, Zoubin The hidden life of latent variables: Bayesian learning with mixed graph models. (English) Zbl 1235.68191 J. Mach. Learn. Res. 10, 1187-1238 (2009). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{R. Silva} and \textit{Z. Ghahramani}, J. Mach. Learn. Res. 10, 1187--1238 (2009; Zbl 1235.68191) Full Text: Link
Li, Hui; Liao, Xuejun; Carin, Lawrence Multi-task reinforcement learning in partially observable stochastic environments. (English) Zbl 1235.68169 J. Mach. Learn. Res. 10, 1131-1186 (2009). MSC: 68T05 60J20 62C10 PDFBibTeX XMLCite \textit{H. Li} et al., J. Mach. Learn. Res. 10, 1131--1186 (2009; Zbl 1235.68169) Full Text: Link
Kontorovich, Leonid (Aryeh); Nadler, Boaz Universal kernel-based learning with applications to regular languages. (English) Zbl 1235.68094 J. Mach. Learn. Res. 10, 1095-1129 (2009). MSC: 68Q32 68Q42 68Q45 68T05 62H30 PDFBibTeX XMLCite \textit{L. Kontorovich} and \textit{B. Nadler}, J. Mach. Learn. Res. 10, 1095--1129 (2009; Zbl 1235.68094) Full Text: Link
Peña, Jose M.; Nilsson, Roland; Björkegren, Johan; Tegnér, Jesper An algorithm for reading dependencies from the minimal undirected independence map of a graphoid that satisfies weak transitivity. (English) Zbl 1234.05226 J. Mach. Learn. Res. 10, 1071-1094 (2009). MSC: 05C85 60E05 PDFBibTeX XMLCite \textit{J. M. Peña} et al., J. Mach. Learn. Res. 10, 1071--1094 (2009; Zbl 1234.05226) Full Text: Link
Huang, Jonathan; Guestrin, Carlos; Guibas, Leonidas Fourier theoretic probabilistic inference over permutations. (English) Zbl 1235.68234 J. Mach. Learn. Res. 10, 997-1070 (2009). MSC: 68T37 62H30 68T45 PDFBibTeX XMLCite \textit{J. Huang} et al., J. Mach. Learn. Res. 10, 997--1070 (2009; Zbl 1235.68234) Full Text: Link
Jiang, Wenxin On uniform deviations of general empirical risks with unboundedness, dependence, and high dimensionality. (English) Zbl 1235.68160 J. Mach. Learn. Res. 10, 977-996 (2009). MSC: 68T05 60E15 PDFBibTeX XMLCite \textit{W. Jiang}, J. Mach. Learn. Res. 10, 977--996 (2009; Zbl 1235.68160) Full Text: Link
Martins, André F. T.; Smith, Noah A.; Xing, Eric P.; Aguiar, Pedro M. Q.; Figueiredo, Mário A. T. Nonextensive information theoretic kernels on measures. (English) Zbl 1235.68174 J. Mach. Learn. Res. 10, 935-975 (2009). MSC: 68T05 94A17 62H30 PDFBibTeX XMLCite \textit{A. F. T. Martins} et al., J. Mach. Learn. Res. 10, 935--975 (2009; Zbl 1235.68174) Full Text: Link
Abeel, Thomas; Van De Peer, Yves; Saeys, Yvan Java-ML: a machine learning library. (English) Zbl 1235.68121 J. Mach. Learn. Res. 10, 931-934 (2009). MSC: 68T05 PDFBibTeX XMLCite \textit{T. Abeel} et al., J. Mach. Learn. Res. 10, 931--934 (2009; Zbl 1235.68121) Full Text: Link
Ramon, Jan; Nijssen, Siegfried Polynomial-delay enumeration of monotonic graph classes. (English) Zbl 1235.68183 J. Mach. Learn. Res. 10, 907-929 (2009). MSC: 68T05 68R10 05C85 PDFBibTeX XMLCite \textit{J. Ramon} and \textit{S. Nijssen}, J. Mach. Learn. Res. 10, 907--929 (2009; Zbl 1235.68183) Full Text: Link
Höfling, Holger; Tibshirani, Robert Estimation of sparse binary pairwise Markov networks using pseudo-likelihoods. (English) Zbl 1245.62121 J. Mach. Learn. Res. 10, 883-906 (2009). MSC: 62M99 60J99 68T99 05C90 65C20 62J12 PDFBibTeX XMLCite \textit{H. Höfling} and \textit{R. Tibshirani}, J. Mach. Learn. Res. 10, 883--906 (2009; Zbl 1245.62121) Full Text: Link
Foster, Leslie; Waagen, Alex; Aijaz, Nabeela; Hurley, Michael; Luis, Apolonio; Rinsky, Joel; Satyavolu, Chandrika; Way, Michael J.; Gazis, Paul; Srivastava, Ashok Stable and efficient Gaussian process calculations. (English) Zbl 1235.62126 J. Mach. Learn. Res. 10, 857-882 (2009). MSC: 62M20 68T05 85A35 PDFBibTeX XMLCite \textit{L. Foster} et al., J. Mach. Learn. Res. 10, 857--882 (2009; Zbl 1235.62126) Full Text: Link
Zakai, Alon; Ritov, Ya’acov Consistency and localizability. (English) Zbl 1235.68216 J. Mach. Learn. Res. 10, 827-856 (2009). MSC: 68T05 62H30 62G20 PDFBibTeX XMLCite \textit{A. Zakai} and \textit{Y. Ritov}, J. Mach. Learn. Res. 10, 827--856 (2009; Zbl 1235.68216) Full Text: Link
Abernethy, Jacob; Bach, Francis; Evgeniou, Theodoros; Vert, Jean-Philippe A new approach to collaborative filtering: operator estimation with spectral regularization. (English) Zbl 1235.68122 J. Mach. Learn. Res. 10, 803-826 (2009). MSC: 68T05 PDFBibTeX XMLCite \textit{J. Abernethy} et al., J. Mach. Learn. Res. 10, 803--826 (2009; Zbl 1235.68122) Full Text: Link
Langford, John; Li, Lihong; Zhang, Tong Sparse online learning via truncated gradient. (English) Zbl 1235.68167 J. Mach. Learn. Res. 10, 777-801 (2009). MSC: 68T05 PDFBibTeX XMLCite \textit{J. Langford} et al., J. Mach. Learn. Res. 10, 777--801 (2009; Zbl 1235.68167) Full Text: Link
Chen, Yihua; Garcia, Eric K.; Gupta, Maya R.; Rahimi, Ali; Cazzanti, Luca Similarity-based classification: concepts and algorithms. (English) Zbl 1235.68138 J. Mach. Learn. Res. 10, 747-776 (2009). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{Y. Chen} et al., J. Mach. Learn. Res. 10, 747--776 (2009; Zbl 1235.68138) Full Text: Link
Wang, Junhui; Shen, Xiaotong; Pan, Wei On efficient large margin semisupervised learning: method and theory. (English) Zbl 1235.68203 J. Mach. Learn. Res. 10, 719-742 (2009). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{J. Wang} et al., J. Mach. Learn. Res. 10, 719--742 (2009; Zbl 1235.68203) Full Text: Link
Vanderweele, Tyler J.; Robins, James M. Properties of monotonic effects on directed acyclic graphs. (English) Zbl 1235.68236 J. Mach. Learn. Res. 10, 699-718 (2009). MSC: 68T37 62A09 PDFBibTeX XMLCite \textit{T. J. Vanderweele} and \textit{J. M. Robins}, J. Mach. Learn. Res. 10, 699--718 (2009; Zbl 1235.68236) Full Text: Link
Bubeck, Sébastien; Von Luxburg, Ulrike Nearest neighbor clustering: a baseline method for consistent clustering with arbitrary objective functions. (English) Zbl 1235.68134 J. Mach. Learn. Res. 10, 657-698 (2009). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{S. Bubeck} and \textit{U. Von Luxburg}, J. Mach. Learn. Res. 10, 657--698 (2009; Zbl 1235.68134) Full Text: Link
Mannor, Shie; Tsitsiklis, John N.; Yu, Jia Yuan Online learning with sample path constraints. (English) Zbl 1235.68173 J. Mach. Learn. Res. 10, 569-590 (2009). MSC: 68T05 PDFBibTeX XMLCite \textit{S. Mannor} et al., J. Mach. Learn. Res. 10, 569--590 (2009; Zbl 1235.68173) Full Text: Link
Zhang, Tong On the consistency of feature selection using greedy least squares regression. (English) Zbl 1235.62096 J. Mach. Learn. Res. 10, 555-568 (2009). MSC: 62J99 65C60 PDFBibTeX XMLCite \textit{T. Zhang}, J. Mach. Learn. Res. 10, 555--568 (2009; Zbl 1235.62096) Full Text: Link
Póczos, Barnabás; Lőrincz, András Identification of recurrent neural networks by Bayesian interrogation techniques. (English) Zbl 1235.68181 J. Mach. Learn. Res. 10, 515-554 (2009). MSC: 68T05 PDFBibTeX XMLCite \textit{B. Póczos} and \textit{A. Lőrincz}, J. Mach. Learn. Res. 10, 515--554 (2009; Zbl 1235.68181) Full Text: Link
Agarwal, Shivani; Niyogi, Partha Generalization bounds for ranking algorithms via algorithmic stability. (English) Zbl 1235.68123 J. Mach. Learn. Res. 10, 441-474 (2009). MSC: 68T05 PDFBibTeX XMLCite \textit{S. Agarwal} and \textit{P. Niyogi}, J. Mach. Learn. Res. 10, 441--474 (2009; Zbl 1235.68123) Full Text: Link
Novak, Petra Kralj; Lavrač, Nada; Webb, Geoffrey I. Supervised descriptive rule discovery: a unifying survey of contrast set, emerging pattern and subgroup mining. (English) Zbl 1235.68178 J. Mach. Learn. Res. 10, 377-403 (2009). MSC: 68T05 PDFBibTeX XMLCite \textit{P. K. Novak} et al., J. Mach. Learn. Res. 10, 377--403 (2009; Zbl 1235.68178) Full Text: Link
Kulis, Brian; Sustik, Mátyás A.; Dhillon, Inderjit S. Low-rank kernel learning with Bregman matrix divergences. (English) Zbl 1235.68166 J. Mach. Learn. Res. 10, 341-376 (2009). MSC: 68T05 PDFBibTeX XMLCite \textit{B. Kulis} et al., J. Mach. Learn. Res. 10, 341--376 (2009; Zbl 1235.68166) Full Text: Link
Bromberg, Facundo; Margaritis, Dimitris Improving the reliability of causal discovery from small data sets using argumentation. (English) Zbl 1235.68132 J. Mach. Learn. Res. 10, 301-340 (2009). MSC: 68T05 62F03 PDFBibTeX XMLCite \textit{F. Bromberg} and \textit{D. Margaritis}, J. Mach. Learn. Res. 10, 301--340 (2009; Zbl 1235.68132) Full Text: Link
Dasgupta, Sanjoy; Kalai, Adam Tauman; Monteleoni, Claire Analysis of perceptron-based active learning. (English) Zbl 1235.68143 J. Mach. Learn. Res. 10, 281-299 (2009). MSC: 68T05 PDFBibTeX XMLCite \textit{S. Dasgupta} et al., J. Mach. Learn. Res. 10, 281--299 (2009; Zbl 1235.68143) Full Text: Link
Weinberger, Kilian Q.; Saul, Lawrence K. Distance metric learning for large margin nearest neighbor classification. (English) Zbl 1235.68204 J. Mach. Learn. Res. 10, 207-244 (2009). MSC: 68T05 90C25 PDFBibTeX XMLCite \textit{K. Q. Weinberger} and \textit{L. K. Saul}, J. Mach. Learn. Res. 10, 207--244 (2009; Zbl 1235.68204) Full Text: Link
Vural, Volkan; Fung, Glenn; Krishnapuram, Balaji; Dy, Jennifer G.; Rao, Bharat Using local dependencies within batches to improve large margin classifiers. (English) Zbl 1235.68201 J. Mach. Learn. Res. 10, 183-206 (2009). MSC: 68T05 PDFBibTeX XMLCite \textit{V. Vural} et al., J. Mach. Learn. Res. 10, 183--206 (2009; Zbl 1235.68201) Full Text: Link
Feldman, Vitaly On the power of membership queries in agnostic learning. (English) Zbl 1235.68148 J. Mach. Learn. Res. 10, 163-182 (2009). MSC: 68T05 68Q32 PDFBibTeX XMLCite \textit{V. Feldman}, J. Mach. Learn. Res. 10, 163--182 (2009; Zbl 1235.68148) Full Text: Link
Xu, Yuesheng; Zhang, Haizhang Refinement of reproducing kernels. (English) Zbl 1235.68211 J. Mach. Learn. Res. 10, 107-140 (2009). MSC: 68T05 46E22 68Q32 PDFBibTeX XMLCite \textit{Y. Xu} and \textit{H. Zhang}, J. Mach. Learn. Res. 10, 107--140 (2009; Zbl 1235.68211) Full Text: Link
Kumar, M. Pawan; Kolmogorov, Vladimir; Torr, Philip H. S. An analysis of convex relaxations for MAP estimation of discrete MRFs. (English) Zbl 1235.90092 J. Mach. Learn. Res. 10, 71-106 (2009). MSC: 90C10 62M40 PDFBibTeX XMLCite \textit{M. P. Kumar} et al., J. Mach. Learn. Res. 10, 71--106 (2009; Zbl 1235.90092) Full Text: Link
Kang, Changsung; Tian, Jin Markov properties for linear causal models with correlated errors. (English) Zbl 1235.68162 J. Mach. Learn. Res. 10, 41-70 (2009). MSC: 68T05 62M45 PDFBibTeX XMLCite \textit{C. Kang} and \textit{J. Tian}, J. Mach. Learn. Res. 10, 41--70 (2009; Zbl 1235.68162) Full Text: Link
Larochelle, Hugo; Bengio, Yoshua; Louradour, Jérôme; Lamblin, Pascal Exploring strategies for training deep neural networks. (English) Zbl 1235.68168 J. Mach. Learn. Res. 10, 1-40 (2009). MSC: 68T05 PDFBibTeX XMLCite \textit{H. Larochelle} et al., J. Mach. Learn. Res. 10, 1--40 (2009; Zbl 1235.68168) Full Text: Link