Patra, Benoît Convergence of distributed asynchronous learning vector quantization algorithms. (English) Zbl 1280.62078 J. Mach. Learn. Res. 12, 3431-3466 (2011). MSC: 62H30 68T05 90C15 60F15 PDF BibTeX XML Cite \textit{B. Patra}, J. Mach. Learn. Res. 12, 3431--3466 (2011; Zbl 1280.62078) Full Text: Link
Recht, Benjamin A simpler approach to matrix completion. (English) Zbl 1280.68141 J. Mach. Learn. Res. 12, 3413-3430 (2011). MSC: 68Q87 90C26 62H12 PDF BibTeX XML Cite \textit{B. Recht}, J. Mach. Learn. Res. 12, 3413--3430 (2011; Zbl 1280.68141) Full Text: Link arXiv
Huang, Junzhou; Zhang, Tong; Metaxas, Dimitris Learning with structured sparsity. (English) Zbl 1280.68169 J. Mach. Learn. Res. 12, 3371-3412 (2011). MSC: 68T05 62J07 68R10 62G08 PDF BibTeX XML Cite \textit{J. Huang} et al., J. Mach. Learn. Res. 12, 3371--3412 (2011; Zbl 1280.68169) Full Text: Link arXiv
Subramanya, Amarnag; Bilmes, Jeff Semi-supervised learning with measure propagation. (English) Zbl 1280.68200 J. Mach. Learn. Res. 12, 3311-3370 (2011). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{A. Subramanya} and \textit{J. Bilmes}, J. Mach. Learn. Res. 12, 3311--3370 (2011; Zbl 1280.68200) Full Text: Link
Zwiernik, Piotr An asymptotic behaviour of the marginal likelihood for general Markov models. (English) Zbl 1280.68225 J. Mach. Learn. Res. 12, 3283-3310 (2011). MSC: 68T05 62F15 PDF BibTeX XML Cite \textit{P. Zwiernik}, J. Mach. Learn. Res. 12, 3283--3310 (2011; Zbl 1280.68225) Full Text: Link arXiv
Vainsencher, Daniel; Mannor, Shie; Bruckstein, Alfred M. The sample complexity of dictionary learning. (English) Zbl 1280.68210 J. Mach. Learn. Res. 12, 3259-3281 (2011). MSC: 68T05 62H30 62G08 PDF BibTeX XML Cite \textit{D. Vainsencher} et al., J. Mach. Learn. Res. 12, 3259--3281 (2011; Zbl 1280.68210) Full Text: Link
Jylänki, Pasi; Vanhatalo, Jarno; Vehtari, Aki Robust Gaussian process regression with a Student-\(t\) likelihood. (English) Zbl 1280.60025 J. Mach. Learn. Res. 12, 3227-3257 (2011). MSC: 60G15 62G35 62F15 62J02 PDF BibTeX XML Cite \textit{P. Jylänki} et al., J. Mach. Learn. Res. 12, 3227--3257 (2011; Zbl 1280.60025) Full Text: Link
Bigot, Jérémie; Biscay, Rolando J.; Loubes, Jean-Michel; Muñiz-Alvarez, Lillian Group Lasso estimation of high-dimensional covariance matrices. (English) Zbl 1280.68156 J. Mach. Learn. Res. 12, 3187-3225 (2011). MSC: 68T05 62H25 62H12 62J07 PDF BibTeX XML Cite \textit{J. Bigot} et al., J. Mach. Learn. Res. 12, 3187--3225 (2011; Zbl 1280.68156) Full Text: Link
Sümer, Özgür; Acar, Umut A.; Ihler, Alexander T.; Mettu, Ramgopal R. Adaptive exact inference in graphical models. (English) Zbl 1280.68201 J. Mach. Learn. Res. 12, 3147-3186 (2011). MSC: 68T05 90C39 62M05 PDF BibTeX XML Cite \textit{Ö. Sümer} et al., J. Mach. Learn. Res. 12, 3147--3186 (2011; Zbl 1280.68201) Full Text: Link
Balasubramanian, Krishnakumar; Donmez, Pinar; Lebanon, Guy Unsupervised supervised learning. II: Margin-based classification without labels. (English) Zbl 1280.68155 J. Mach. Learn. Res. 12, 3119-3145 (2011). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{K. Balasubramanian} et al., J. Mach. Learn. Res. 12, 3119--3145 (2011; Zbl 1280.68155) Full Text: Link
Wu, Jianxin; Tan, Wei-Chian; Rehg, James M. Efficient and effective visual codebook generation using additive kernels. (English) Zbl 1280.68216 J. Mach. Learn. Res. 12, 3097-3118 (2011). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{J. Wu} et al., J. Mach. Learn. Res. 12, 3097--3118 (2011; Zbl 1280.68216) Full Text: Link
Theis, Lucas; Gerwinn, Sebastian; Sinz, Fabian; Bethge, Matthias In all likelihood, deep belief is not enough. (English) Zbl 1280.68205 J. Mach. Learn. Res. 12, 3071-3096 (2011). MSC: 68T05 62H12 62M05 PDF BibTeX XML Cite \textit{L. Theis} et al., J. Mach. Learn. Res. 12, 3071--3096 (2011; Zbl 1280.68205) Full Text: Link
Müller, Jan Saputra; Von Bünau, Paul; Meinecke, Frank C.; Király, Franz J.; Müller, Klaus-Robert The stationary subspace analysis toolbox. (English) Zbl 1280.68187 J. Mach. Learn. Res. 12, 3065-3069 (2011). MSC: 68T05 62H30 68-04 PDF BibTeX XML Cite \textit{J. S. Müller} et al., J. Mach. Learn. Res. 12, 3065--3069 (2011; Zbl 1280.68187) Full Text: Link
Petrik, Marek; Zilberstein, Shlomo Robust approximate bilinear programming for value function approximation. (English) Zbl 1280.90130 J. Mach. Learn. Res. 12, 3027-3063 (2011). MSC: 90C39 90C40 PDF BibTeX XML Cite \textit{M. Petrik} and \textit{S. Zilberstein}, J. Mach. Learn. Res. 12, 3027--3063 (2011; Zbl 1280.90130) Full Text: Link
Zhou, Shuheng; Rütimann, Philipp; Xu, Min; Bühlmann, Peter High-dimensional covariance estimation based on Gaussian graphical models. (English) Zbl 1280.62065 J. Mach. Learn. Res. 12, 2975-3026 (2011). MSC: 62H12 62F12 62J07 62F30 PDF BibTeX XML Cite \textit{S. Zhou} et al., J. Mach. Learn. Res. 12, 2975--3026 (2011; Zbl 1280.62065) Full Text: Link
Mes, Martijn R. K.; Powell, Warren B.; Frazier, Peter I. Hierarchical knowledge gradient for sequential sampling. (English) Zbl 1280.68184 J. Mach. Learn. Res. 12, 2931-2974 (2011). MSC: 68T05 90C26 62F15 PDF BibTeX XML Cite \textit{M. R. K. Mes} et al., J. Mach. Learn. Res. 12, 2931--2974 (2011; Zbl 1280.68184) Full Text: Link
Ertekin, Şeyda; Rudin, Cynthia On equivalence relationships between classification and ranking algorithms. (English) Zbl 1280.68165 J. Mach. Learn. Res. 12, 2905-2929 (2011). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{Ş. Ertekin} and \textit{C. Rudin}, J. Mach. Learn. Res. 12, 2905--2929 (2011; Zbl 1280.68165) Full Text: Link
Bull, Adam D. Convergence rates of efficient global optimization algorithms. (English) Zbl 1280.90094 J. Mach. Learn. Res. 12, 2879-2904 (2011). MSC: 90C26 60G15 62G20 PDF BibTeX XML Cite \textit{A. D. Bull}, J. Mach. Learn. Res. 12, 2879--2904 (2011; Zbl 1280.90094) Full Text: Link arXiv
Cesa-Bianchi, Nicolò; Shalev-Shwartz, Shai; Shamir, Ohad Efficient learning with partially observed attributes. (English) Zbl 1280.68113 J. Mach. Learn. Res. 12, 2857-2878 (2011). MSC: 68Q32 62J07 62H30 PDF BibTeX XML Cite \textit{N. Cesa-Bianchi} et al., J. Mach. Learn. Res. 12, 2857--2878 (2011; Zbl 1280.68113) Full Text: Link
Rigollet, Philippe; Tong, Xin Neyman-Pearson classification, convexity and stochastic constraints. (English) Zbl 1280.62080 J. Mach. Learn. Res. 12, 2831-2855 (2011). MSC: 62H30 68T05 62F03 PDF BibTeX XML Cite \textit{P. Rigollet} and \textit{X. Tong}, J. Mach. Learn. Res. 12, 2831--2855 (2011; Zbl 1280.62080) Full Text: Link arXiv
Pedregosa, Fabian; Varoquaux, Gaël; Gramfort, Alexandre; Michel, Vincent; Thirion, Bertrand; Grisel, Olivier; Blondel, Mathieu; Prettenhofer, Peter; Weiss, Ron; Dubourg, Vincent; Vanderplas, Jake; Passos, Alexandre; Cournapeau, David; Brucher, Matthieu; Perrot, Matthieu; Duchesnay, Édouard Scikit-learn: machine learning in Python. (English) Zbl 1280.68189 J. Mach. Learn. Res. 12, 2825-2830 (2011). MSC: 68T05 68-04 PDF BibTeX XML Cite \textit{F. Pedregosa} et al., J. Mach. Learn. Res. 12, 2825--2830 (2011; Zbl 1280.68189) Full Text: Link
Jenatton, Rodolphe; Audibert, Jean-Yves; Bach, Francis Structured variable selection with sparsity-inducing norms. (English) Zbl 1280.68170 J. Mach. Learn. Res. 12, 2777-2824 (2011). MSC: 68T05 62J07 90C25 PDF BibTeX XML Cite \textit{R. Jenatton} et al., J. Mach. Learn. Res. 12, 2777--2824 (2011; Zbl 1280.68170) Full Text: Link
Zavitsanos, Elias; Paliouras, Georgios; Vouros, George A. Non-parametric estimation of topic hierarchies from texts with hierarchical Dirichlet processes. (English) Zbl 1280.68220 J. Mach. Learn. Res. 12, 2749-2775 (2011). MSC: 68T05 60G57 68T30 62F15 62G05 PDF BibTeX XML Cite \textit{E. Zavitsanos} et al., J. Mach. Learn. Res. 12, 2749--2775 (2011; Zbl 1280.68220) Full Text: Link
Wang, Huixin; Shen, Xiaotong; Pan, Wei Large margin hierarchical classification with mutually exclusive class membership. (English) Zbl 1280.68212 J. Mach. Learn. Res. 12, 2721-2748 (2011). MSC: 68T05 62H30 90C25 PDF BibTeX XML Cite \textit{H. Wang} et al., J. Mach. Learn. Res. 12, 2721--2748 (2011; Zbl 1280.68212) Full Text: Link
Mairal, Julien; Jenatton, Rodolphe; Obozinski, Guillaume; Bach, Francis Convex and network flow optimization for structured sparsity. (English) Zbl 1280.68179 J. Mach. Learn. Res. 12, 2681-2720 (2011). MSC: 68T05 90C25 65F30 PDF BibTeX XML Cite \textit{J. Mairal} et al., J. Mach. Learn. Res. 12, 2681--2720 (2011; Zbl 1280.68179) Full Text: Link
Yu, Shipeng; Krishnapuram, Balaji; Rosales, Rómer; Rao, R. Bharat Bayesian co-training. (English) Zbl 1280.68219 J. Mach. Learn. Res. 12, 2649-2680 (2011). MSC: 68T05 62H30 60G15 PDF BibTeX XML Cite \textit{S. Yu} et al., J. Mach. Learn. Res. 12, 2649--2680 (2011; Zbl 1280.68219) Full Text: Link
Nakajima, Shinichi; Sugiyama, Masashi Theoretical analysis of Bayesian matrix factorization. (English) Zbl 1280.62034 J. Mach. Learn. Res. 12, 2583-2648 (2011). MSC: 62F15 15A23 PDF BibTeX XML Cite \textit{S. Nakajima} and \textit{M. Sugiyama}, J. Mach. Learn. Res. 12, 2583--2648 (2011; Zbl 1280.62034) Full Text: Link
Montavon, Grégoire; Braun, Mikio L.; Müller, Klaus-Robert Kernel analysis of deep networks. (English) Zbl 1280.68186 J. Mach. Learn. Res. 12, 2563-2581 (2011). MSC: 68T05 62H25 62G08 PDF BibTeX XML Cite \textit{G. Montavon} et al., J. Mach. Learn. Res. 12, 2563--2581 (2011; Zbl 1280.68186) Full Text: Link
Shervashidze, Nino; Schweitzer, Pascal; van Leeuwen, Erik Jan; Mehlhorn, Kurt; Borgwardt, Karsten M. Weisfeiler-Lehman graph kernels. (English) Zbl 1280.68194 J. Mach. Learn. Res. 12, 2539-2561 (2011). MSC: 68T05 62H30 05C90 PDF BibTeX XML Cite \textit{N. Shervashidze} et al., J. Mach. Learn. Res. 12, 2539--2561 (2011; Zbl 1280.68194) Full Text: Link
Collobert, Ronan; Weston, Jason; Bottou, Léon; Karlen, Michael; Kavukcuoglu, Koray; Kuksa, Pavel Natural language processing (almost) from scratch. (English) Zbl 1280.68161 J. Mach. Learn. Res. 12, 2493-2537 (2011). MSC: 68T05 68T50 PDF BibTeX XML Cite \textit{R. Collobert} et al., J. Mach. Learn. Res. 12, 2493--2537 (2011; Zbl 1280.68161) Full Text: Link
Lichtenwalter, Ryan N.; Chawla, Nitesh V. LPmade: link prediction made easy. (English) Zbl 1280.68176 J. Mach. Learn. Res. 12, 2489-2492 (2011). MSC: 68T05 PDF BibTeX XML Cite \textit{R. N. Lichtenwalter} and \textit{N. V. Chawla}, J. Mach. Learn. Res. 12, 2489--2492 (2011; Zbl 1280.68176) Full Text: Link
Blei, David M.; Frazier, Peter I. Distance dependent chinese restaurant processes. (English) Zbl 1280.68157 J. Mach. Learn. Res. 12, 2461-2488 (2011). MSC: 68T05 62F15 62H30 60G57 PDF BibTeX XML Cite \textit{D. M. Blei} and \textit{P. I. Frazier}, J. Mach. Learn. Res. 12, 2461--2488 (2011; Zbl 1280.68157) Full Text: Link
Tamada, Yoshinori; Imoto, Seiya; Miyano, Satoru Parallel algorithm for learning optimal Bayesian network structure. (English) Zbl 1280.68203 J. Mach. Learn. Res. 12, 2437-2459 (2011). MSC: 68T05 62F15 PDF BibTeX XML Cite \textit{Y. Tamada} et al., J. Mach. Learn. Res. 12, 2437--2459 (2011; Zbl 1280.68203) Full Text: Link
Kolar, Mladen; Lafferty, John; Wasserman, Larry Union support recovery in multi-task learning. (English) Zbl 1280.62047 J. Mach. Learn. Res. 12, 2415-2435 (2011). MSC: 62G08 62J07 68T05 PDF BibTeX XML Cite \textit{M. Kolar} et al., J. Mach. Learn. Res. 12, 2415--2435 (2011; Zbl 1280.62047) Full Text: Link
Tsoumakas, Grigorios; Spyromitros-Xioufis, Eleftherios; Vilcek, Jozef; Vlahavas, Ioannis MULAN: a Java library for multi-label learning. (English) Zbl 1280.68207 J. Mach. Learn. Res. 12, 2411-2414 (2011). MSC: 68T05 PDF BibTeX XML Cite \textit{G. Tsoumakas} et al., J. Mach. Learn. Res. 12, 2411--2414 (2011; Zbl 1280.68207) Full Text: Link
Sriperumbudur, Bharath K.; Fukumizu, Kenji; Lanckriet, Gert R. G. Universality, characteristic kernels and RKHS embedding of measures. (English) Zbl 1280.68198 J. Mach. Learn. Res. 12, 2389-2410 (2011). MSC: 68T05 62G08 68Q32 PDF BibTeX XML Cite \textit{B. K. Sriperumbudur} et al., J. Mach. Learn. Res. 12, 2389--2410 (2011; Zbl 1280.68198) Full Text: Link arXiv
Gashler, Michael Waffles: a machine learning toolkit. (English) Zbl 1280.68166 J. Mach. Learn. Res. 12, 2383-2387 (2011). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{M. Gashler}, J. Mach. Learn. Res. 12, 2383--2387 (2011; Zbl 1280.68166) Full Text: Link
Goldwater, Sharon; Griffiths, Thomas L.; Johnson, Mark Producing power-law distributions and damping word frequencies with two-stage language models. (English) Zbl 1280.62037 J. Mach. Learn. Res. 12, 2335-2382 (2011). MSC: 62G05 60G57 62F15 68T50 68T05 PDF BibTeX XML Cite \textit{S. Goldwater} et al., J. Mach. Learn. Res. 12, 2335--2382 (2011; Zbl 1280.62037) Full Text: Link
Jenatton, Rodolphe; Mairal, Julien; Obozinski, Guillaume; Bach, Francis Proximal methods for hierarchical sparse coding. (English) Zbl 1280.94029 J. Mach. Learn. Res. 12, 2297-2334 (2011). MSC: 94A12 68T05 94A08 PDF BibTeX XML Cite \textit{R. Jenatton} et al., J. Mach. Learn. Res. 12, 2297--2334 (2011; Zbl 1280.94029) Full Text: Link
Lauer, Fabien; Guermeur, Yann MSVMpack: a multi-class support vector machine package. (English) Zbl 1280.68175 J. Mach. Learn. Res. 12, 2293-2296 (2011). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{F. Lauer} and \textit{Y. Guermeur}, J. Mach. Learn. Res. 12, 2293--2296 (2011; Zbl 1280.68175) Full Text: Link
Wang, Liwei Smoothness, disagreement coefficient, and the label complexity of agnostic active learning. (English) Zbl 1280.68213 J. Mach. Learn. Res. 12, 2269-2292 (2011). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{L. Wang}, J. Mach. Learn. Res. 12, 2269--2292 (2011; Zbl 1280.68213) Full Text: Link
Gönen, Mehmet; Alpaydın, Ethem Multiple kernel learning algorithms. (English) Zbl 1280.68167 J. Mach. Learn. Res. 12, 2211-2268 (2011). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{M. Gönen} and \textit{E. Alpaydın}, J. Mach. Learn. Res. 12, 2211--2268 (2011; Zbl 1280.68167) Full Text: Link
Carvalho, Alexandra M.; Roos, Teemu; Oliveira, Arlindo L.; Myllymäki, Petri Discriminative learning of Bayesian networks via factorized conditional log-likelihood. (English) Zbl 1280.68158 J. Mach. Learn. Res. 12, 2181-2210 (2011). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{A. M. Carvalho} et al., J. Mach. Learn. Res. 12, 2181--2210 (2011; Zbl 1280.68158) Full Text: Link
Ryabko, Daniil On the relation between realizable and nonrealizable cases of the sequence prediction problem. (English) Zbl 1280.60027 J. Mach. Learn. Res. 12, 2161-2180 (2011). MSC: 60G25 60B10 62M10 PDF BibTeX XML Cite \textit{D. Ryabko}, J. Mach. Learn. Res. 12, 2161--2180 (2011; Zbl 1280.60027) Full Text: Link
Duchi, John; Hazan, Elad; Singer, Yoram Adaptive subgradient methods for online learning and stochastic optimization. (English) Zbl 1280.68164 J. Mach. Learn. Res. 12, 2121-2159 (2011). MSC: 68T05 90C25 90C15 PDF BibTeX XML Cite \textit{J. Duchi} et al., J. Mach. Learn. Res. 12, 2121--2159 (2011; Zbl 1280.68164) Full Text: Link
van der Vaart, Aad; van Zanten, Harry Information rates of nonparametric Gaussian process methods. (English) Zbl 1280.68228 J. Mach. Learn. Res. 12, 2095-2119 (2011). MSC: 68T05 62F15 62G08 60G15 PDF BibTeX XML Cite \textit{A. van der Vaart} and \textit{H. van Zanten}, J. Mach. Learn. Res. 12, 2095--2119 (2011; Zbl 1280.68228) Full Text: Link
van Seijen, Harm; Whiteson, Shimon; van Hasselt, Hado; Wiering, Marco Exploiting best-match equations for efficient reinforcement learning. (English) Zbl 1280.68227 J. Mach. Learn. Res. 12, 2045-2094 (2011). MSC: 68T05 90C40 PDF BibTeX XML Cite \textit{H. van Seijen} et al., J. Mach. Learn. Res. 12, 2045--2094 (2011; Zbl 1280.68227) Full Text: Link
Abrahamsen, Trine Julie; Hansen, Lars Kai A cure for variance inflation in high dimensional kernel principal component analysis. (English) Zbl 1280.62069 J. Mach. Learn. Res. 12, 2027-2044 (2011). MSC: 62H25 PDF BibTeX XML Cite \textit{T. J. Abrahamsen} and \textit{L. K. Hansen}, J. Mach. Learn. Res. 12, 2027--2044 (2011; Zbl 1280.62069) Full Text: Link
Hahsler, Michael; Chelluboina, Sudheer; Hornik, Kurt; Buchta, Christian The arules R-package ecosystem: analyzing interesting patterns from large transaction data sets. (English) Zbl 1280.68011 J. Mach. Learn. Res. 12, 2021-2025 (2011). MSC: 68-04 62-04 68T05 PDF BibTeX XML Cite \textit{M. Hahsler} et al., J. Mach. Learn. Res. 12, 2021--2025 (2011; Zbl 1280.68011) Full Text: Link
Ueno, Tsuyoshi; Maeda, Shin-Ichi; Kawanabe, Motoaki; Ishii, Shin Generalized TD learning. (English) Zbl 1280.68208 J. Mach. Learn. Res. 12, 1977-2020 (2011). MSC: 68T05 62G05 62E20 PDF BibTeX XML Cite \textit{T. Ueno} et al., J. Mach. Learn. Res. 12, 1977--2020 (2011; Zbl 1280.68208) Full Text: Link
De Brabanter, Kris; De Brabanter, Jos; Suykens, Johan A. K.; De Moor, Bart Kernel regression in the presence of correlated errors. (English) Zbl 1280.62046 J. Mach. Learn. Res. 12, 1955-1976 (2011). MSC: 62G08 62H20 PDF BibTeX XML Cite \textit{K. De Brabanter} et al., J. Mach. Learn. Res. 12, 1955--1976 (2011; Zbl 1280.62046) Full Text: Link
Hannah, Lauren A.; Blei, David M.; Powell, Warren B. Dirichlet process mixtures of generalized linear models. (English) Zbl 1280.62031 J. Mach. Learn. Res. 12, 1923-1953 (2011). MSC: 62F15 62G08 62J12 60G57 PDF BibTeX XML Cite \textit{L. A. Hannah} et al., J. Mach. Learn. Res. 12, 1923--1953 (2011; Zbl 1280.62031) Full Text: Link
Perchet, Vianney Internal regret with partial monitoring: calibration-based optimal algorithms. (English) Zbl 1280.68114 J. Mach. Learn. Res. 12, 1893-1921 (2011). MSC: 68Q32 91A20 91A26 PDF BibTeX XML Cite \textit{V. Perchet}, J. Mach. Learn. Res. 12, 1893--1921 (2011; Zbl 1280.68114) Full Text: Link arXiv
Shalev-Shwartz, Shai; Tewari, Ambuj Stochastic methods for \(\ell_{1}\)-regularized loss minimization. (English) Zbl 1280.62081 J. Mach. Learn. Res. 12, 1865-1892 (2011). MSC: 62H30 90C15 62J07 60E15 PDF BibTeX XML Cite \textit{S. Shalev-Shwartz} and \textit{A. Tewari}, J. Mach. Learn. Res. 12, 1865--1892 (2011; Zbl 1280.62081) Full Text: Link
Wang, Liwei; Sugiyama, Masashi; Jing, Zhaoxiang; Yang, Cheng; Zhou, Zhi-Hua; Feng, Jufu A refined margin analysis for boosting algorithms via equilibrium margin. (English) Zbl 1280.68214 J. Mach. Learn. Res. 12, 1835-1863 (2011). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{L. Wang} et al., J. Mach. Learn. Res. 12, 1835--1863 (2011; Zbl 1280.68214) Full Text: Link
Gaïffas, Stéphane; Lecué, Guillaume Hyper-sparse optimal aggregation. (English) Zbl 1280.62087 J. Mach. Learn. Res. 12, 1813-1833 (2011). MSC: 62J07 62G08 PDF BibTeX XML Cite \textit{S. Gaïffas} and \textit{G. Lecué}, J. Mach. Learn. Res. 12, 1813--1833 (2011; Zbl 1280.62087) Full Text: Link
Choi, Myung Jin; Tan, Vincent Y. F.; Anandkumar, Animashree; Willsky, Alan S. Learning latent tree graphical models. (English) Zbl 1280.68160 J. Mach. Learn. Res. 12, 1771-1812 (2011). MSC: 68T05 62H17 62-09 62M05 PDF BibTeX XML Cite \textit{M. J. Choi} et al., J. Mach. Learn. Res. 12, 1771--1812 (2011; Zbl 1280.68160) Full Text: Link arXiv
Ross, Stéphane; Pineau, Joelle; Chaib-Draa, Brahim; Kreitmann, Pierre A Bayesian approach for learning and planning in partially observable Markov decision processes. (English) Zbl 1280.68193 J. Mach. Learn. Res. 12, 1729-1770 (2011). MSC: 68T05 62F15 62B10 90C40 PDF BibTeX XML Cite \textit{S. Ross} et al., J. Mach. Learn. Res. 12, 1729--1770 (2011; Zbl 1280.68193) Full Text: Link
Park, Chiwoo; Huang, Jianhua Z.; Ding, Yu Domain decomposition approach for fast Gaussian process regression of large spatial data sets. (English) Zbl 1280.60026 J. Mach. Learn. Res. 12, 1697-1728 (2011). MSC: 60G15 62H30 62G08 PDF BibTeX XML Cite \textit{C. Park} et al., J. Mach. Learn. Res. 12, 1697--1728 (2011; Zbl 1280.60026) Full Text: Link
Bubeck, Sébastien; Munos, Rémi; Stoltz, Gilles; Szepesvári, Csaba \(X\)-armed bandits. (English) Zbl 1280.91038 J. Mach. Learn. Res. 12, 1655-1695 (2011). MSC: 91A60 68T05 90C15 90C40 91B06 49K35 PDF BibTeX XML Cite \textit{S. Bubeck} et al., J. Mach. Learn. Res. 12, 1655--1695 (2011; Zbl 1280.91038) Full Text: Link
Tan, Vincent Y. F.; Anandkumar, Animashree; Willsky, Alan S. Learning high-dimensional Markov forest distributions: analysis of error rates. (English) Zbl 1280.62068 J. Mach. Learn. Res. 12, 1617-1653 (2011). MSC: 62H17 68T05 62M05 PDF BibTeX XML Cite \textit{V. Y. F. Tan} et al., J. Mach. Learn. Res. 12, 1617--1653 (2011; Zbl 1280.62068) Full Text: Link arXiv
Zhao, Peilin; Hoi, Steven C. H.; Jin, Rong Double updating online learning. (English) Zbl 1280.68222 J. Mach. Learn. Res. 12, 1587-1615 (2011). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{P. Zhao} et al., J. Mach. Learn. Res. 12, 1587--1615 (2011; Zbl 1280.68222) Full Text: Link
Tomioka, Ryota; Suzuki, Taiji; Sugiyama, Masashi Super-linear convergence of dual augmented Lagrangian algorithm for sparsity regularized estimation. (English) Zbl 1280.68206 J. Mach. Learn. Res. 12, 1537-1586 (2011). MSC: 68T05 62G05 62G08 PDF BibTeX XML Cite \textit{R. Tomioka} et al., J. Mach. Learn. Res. 12, 1537--1586 (2011; Zbl 1280.68206) Full Text: Link
Cour, Timothee; Sapp, Ben; Taskar, Ben Learning from partial labels. (English) Zbl 1280.68162 J. Mach. Learn. Res. 12, 1501-1536 (2011). MSC: 68T05 62H30 62G08 PDF BibTeX XML Cite \textit{T. Cour} et al., J. Mach. Learn. Res. 12, 1501--1536 (2011; Zbl 1280.68162) Full Text: Link
Álvarez, Mauricio A.; Lawrence, Neil D. Computationally efficient convolved multiple output Gaussian processes. (English) Zbl 1280.68153 J. Mach. Learn. Res. 12, 1459-1500 (2011). MSC: 68T05 60G15 68Q32 PDF BibTeX XML Cite \textit{M. A. Álvarez} and \textit{N. D. Lawrence}, J. Mach. Learn. Res. 12, 1459--1500 (2011; Zbl 1280.68153) Full Text: Link
Wu, Wei; Xu, Jun; Li, Hang; Oyama, Satoshi Learning a robust relevance model for search using kernel methods. (English) Zbl 1280.68218 J. Mach. Learn. Res. 12, 1429-1458 (2011). MSC: 68T05 62G08 PDF BibTeX XML Cite \textit{W. Wu} et al., J. Mach. Learn. Res. 12, 1429--1458 (2011; Zbl 1280.68218) Full Text: Link
Głowacka, Dorota; Shawe-Taylor, John; Clark, Alex; de la Higuera, Colin; Johnson, Mark Introduction to the special topic on grammar induction, representation of language and language learning. (English) Zbl 1280.68270 J. Mach. Learn. Res. 12, 1425-1428 (2011). MSC: 68T50 68Q32 68T05 00B15 PDF BibTeX XML Cite \textit{D. Głowacka} et al., J. Mach. Learn. Res. 12, 1425--1428 (2011; Zbl 1280.68270) Full Text: Link
Ukkonen, Antti Clustering algorithms for chains. (English) Zbl 1280.68209 J. Mach. Learn. Res. 12, 1389-1423 (2011). MSC: 68T05 62H30 60C05 PDF BibTeX XML Cite \textit{A. Ukkonen}, J. Mach. Learn. Res. 12, 1389--1423 (2011; Zbl 1280.68209) Full Text: Link
McAuley, Julian J.; Caetano, Tibério S. Faster algorithms for MAX-product message-passing. (English) Zbl 1280.68180 J. Mach. Learn. Res. 12, 1349-1388 (2011). MSC: 68T05 62-09 60J20 68W30 PDF BibTeX XML Cite \textit{J. J. McAuley} and \textit{T. S. Caetano}, J. Mach. Learn. Res. 12, 1349--1388 (2011; Zbl 1280.68180) Full Text: Link
Zhuang, Jinfeng; Tsang, Ivor W.; Hoi, Steven C. H. A family of simple non-parametric kernel learning algorithms. (English) Zbl 1280.68223 J. Mach. Learn. Res. 12, 1313-1347 (2011). MSC: 68T05 62G08 62H30 90C22 PDF BibTeX XML Cite \textit{J. Zhuang} et al., J. Mach. Learn. Res. 12, 1313--1347 (2011; Zbl 1280.68223) Full Text: Link
Hazan, Elad; Kale, Satyen Better algorithms for benign bandits. (English) Zbl 1280.91039 J. Mach. Learn. Res. 12, 1287-1311 (2011). MSC: 91A60 68T05 90C40 91B06 PDF BibTeX XML Cite \textit{E. Hazan} and \textit{S. Kale}, J. Mach. Learn. Res. 12, 1287--1311 (2011; Zbl 1280.91039) Full Text: Link
Ozertem, Umut; Erdogmus, Deniz Locally defined principal curves and surfaces. (English) Zbl 1280.62071 J. Mach. Learn. Res. 12, 1249-1286 (2011). MSC: 62H25 62H11 PDF BibTeX XML Cite \textit{U. Ozertem} and \textit{D. Erdogmus}, J. Mach. Learn. Res. 12, 1249--1286 (2011; Zbl 1280.62071) Full Text: Link
Shimizu, Shohei; Inazumi, Takanori; Sogawa, Yasuhiro; Hyvärinen, Aapo; Kawahara, Yoshinobu; Washio, Takashi; Hoyer, Patrik O.; Bollen, Kenneth DirectLiNGAM: a direct method for learning a linear non-Gaussian structural equation model. (English) Zbl 1280.68195 J. Mach. Learn. Res. 12, 1225-1248 (2011). MSC: 68T05 62J05 62E10 62F15 PDF BibTeX XML Cite \textit{S. Shimizu} et al., J. Mach. Learn. Res. 12, 1225--1248 (2011; Zbl 1280.68195) Full Text: Link
Griffiths, Thomas L.; Ghahramani, Zoubin The Indian buffet process: an introduction and review. (English) Zbl 1280.62038 J. Mach. Learn. Res. 12, 1185-1224 (2011). MSC: 62G05 60G09 62F15 68T05 PDF BibTeX XML Cite \textit{T. L. Griffiths} and \textit{Z. Ghahramani}, J. Mach. Learn. Res. 12, 1185--1224 (2011; Zbl 1280.62038) Full Text: Link
Melacci, Stefano; Belkin, Mikhail Laplacian support vector machines trained in the primal. (English) Zbl 1280.68182 J. Mach. Learn. Res. 12, 1149-1184 (2011). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{S. Melacci} and \textit{M. Belkin}, J. Mach. Learn. Res. 12, 1149--1184 (2011; Zbl 1280.68182) Full Text: Link
Omlor, Lars; Giese, Martin A. Anechoic blind source separation using Wigner marginals. (English) Zbl 1280.94017 J. Mach. Learn. Res. 12, 1111-1148 (2011). MSC: 94A08 68T05 PDF BibTeX XML Cite \textit{L. Omlor} and \textit{M. A. Giese}, J. Mach. Learn. Res. 12, 1111--1148 (2011; Zbl 1280.94017) Full Text: Link
Chaudhuri, Kamalika; Monteleoni, Claire; Sarwate, Anand D. Differentially private empirical risk minimization. (English) Zbl 1280.62073 J. Mach. Learn. Res. 12, 1069-1109 (2011). MSC: 62H30 62J07 62G08 68T05 PDF BibTeX XML Cite \textit{K. Chaudhuri} et al., J. Mach. Learn. Res. 12, 1069--1109 (2011; Zbl 1280.62073) Full Text: Link
Taylor, Graham W.; Hinton, Geoffrey E.; Roweis, Sam T. Two distributed-state models for generating high-dimensional time series. (English) Zbl 1280.68204 J. Mach. Learn. Res. 12, 1025-1068 (2011). MSC: 68T05 62M10 PDF BibTeX XML Cite \textit{G. W. Taylor} et al., J. Mach. Learn. Res. 12, 1025--1068 (2011; Zbl 1280.68204) Full Text: Link
Syed, Zeeshan; Guttag, John Unsupervised similarity-based risk stratification for cardiovascular events using long-term time-series data. (English) Zbl 1280.62123 J. Mach. Learn. Res. 12, 999-1024 (2011). MSC: 62P10 62H30 PDF BibTeX XML Cite \textit{Z. Syed} and \textit{J. Guttag}, J. Mach. Learn. Res. 12, 999--1024 (2011; Zbl 1280.62123) Full Text: Link
Kloft, Marius; Brefeld, Ulf; Sonnenburg, Sören; Zien, Alexander \(\ell_{p}\)-norm multiple kernel learning. (English) Zbl 1280.68173 J. Mach. Learn. Res. 12, 953-997 (2011). MSC: 68T05 62G08 PDF BibTeX XML Cite \textit{M. Kloft} et al., J. Mach. Learn. Res. 12, 953--997 (2011; Zbl 1280.68173) Full Text: Link
Liu, Han; Xu, Min; Gu, Haijie; Gupta, Anupam; Lafferty, John; Wasserman, Larry Forest density estimation. (English) Zbl 1280.62045 J. Mach. Learn. Res. 12, 907-951 (2011). MSC: 62G07 62H12 62M05 PDF BibTeX XML Cite \textit{H. Liu} et al., J. Mach. Learn. Res. 12, 907--951 (2011; Zbl 1280.62045) Full Text: Link
Henao, Ricardo; Winther, Ole Sparse linear identifiable multivariate modeling. (English) Zbl 1280.62032 J. Mach. Learn. Res. 12, 863-905 (2011). MSC: 62F15 62H25 68T35 PDF BibTeX XML Cite \textit{R. Henao} and \textit{O. Winther}, J. Mach. Learn. Res. 12, 863--905 (2011; Zbl 1280.62032) Full Text: Link
Van Belle, Vanya; Pelckmans, Kristiaan; Suykens, Johan A. K.; Van Huffel, Sabine Learning transformation models for ranking and survival analysis. (English) Zbl 1280.62117 J. Mach. Learn. Res. 12, 819-862 (2011). MSC: 62N05 68T05 62H30 PDF BibTeX XML Cite \textit{V. Van Belle} et al., J. Mach. Learn. Res. 12, 819--862 (2011; Zbl 1280.62117) Full Text: Link
Reid, Mark D.; Williamson, Robert C. Information, divergence and risk for binary experiments. (English) Zbl 1280.68192 J. Mach. Learn. Res. 12, 731-817 (2011). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{M. D. Reid} and \textit{R. C. Williamson}, J. Mach. Learn. Res. 12, 731--817 (2011; Zbl 1280.68192) Full Text: Link arXiv
Choi, Jaedeug; Kim, Kee-Eung Inverse reinforcement learning in partially observable environments. (English) Zbl 1280.68159 J. Mach. Learn. Res. 12, 691-730 (2011). MSC: 68T05 90C05 90C40 PDF BibTeX XML Cite \textit{J. Choi} and \textit{K.-E. Kim}, J. Mach. Learn. Res. 12, 691--730 (2011; Zbl 1280.68159) Full Text: Link
de Campos, Cassio P.; Ji, Qiang Efficient structure learning of Bayesian networks using constraints. (English) Zbl 1280.68226 J. Mach. Learn. Res. 12, 663-689 (2011). MSC: 68T05 62F15 PDF BibTeX XML Cite \textit{C. P. de Campos} and \textit{Q. Ji}, J. Mach. Learn. Res. 12, 663--689 (2011; Zbl 1280.68226) Full Text: Link
Srinivasan, Ashwin; Ramakrishnan, Ganesh Parameter screening and optimisation for ILP using designed experiments. (English) Zbl 1280.68197 J. Mach. Learn. Res. 12, 627-662 (2011). MSC: 68T05 PDF BibTeX XML Cite \textit{A. Srinivasan} and \textit{G. Ramakrishnan}, J. Mach. Learn. Res. 12, 627--662 (2011; Zbl 1280.68197) Full Text: Link
Meyer, Gilles; Bonnabel, Silvère; Sepulchre, Rodolphe Regression on fixed-rank positive semidefinite matrices: a Riemannian approach. (English) Zbl 1280.68185 J. Mach. Learn. Res. 12, 593-625 (2011). MSC: 68T05 62J05 PDF BibTeX XML Cite \textit{G. Meyer} et al., J. Mach. Learn. Res. 12, 593--625 (2011; Zbl 1280.68185) Full Text: Link
Aflalo, Jonathan; Ben-Tal, Aharon; Bhattacharyya, Chiranjib; Saketha Nath, Jagarlapudi; Raman, Sankaran Variable sparsity kernel learning. (English) Zbl 1280.68152 J. Mach. Learn. Res. 12, 565-592 (2011). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{J. Aflalo} et al., J. Mach. Learn. Res. 12, 565--592 (2011; Zbl 1280.68152) Full Text: Link
Dhillon, Paramveer S.; Foster, Dean; Ungar, Lyle H. Minimum description length penalization for group and multi-task sparse learning. (English) Zbl 1280.68163 J. Mach. Learn. Res. 12, 525-564 (2011). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{P. S. Dhillon} et al., J. Mach. Learn. Res. 12, 525--564 (2011; Zbl 1280.68163) Full Text: Link
McFee, Brian; Lanckriet, Gert Learning multi-modal similarity. (English) Zbl 1280.68181 J. Mach. Learn. Res. 12, 491-523 (2011). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{B. McFee} and \textit{G. Lanckriet}, J. Mach. Learn. Res. 12, 491--523 (2011; Zbl 1280.68181) Full Text: Link
Gillenwater, Jennifer; Ganchev, Kuzman; Graça, João; Pereira, Fernando; Taskar, Ben Posterior sparsity in unsupervised dependency parsing. (English) Zbl 1280.68269 J. Mach. Learn. Res. 12, 455-490 (2011). MSC: 68T50 68T05 PDF BibTeX XML Cite \textit{J. Gillenwater} et al., J. Mach. Learn. Res. 12, 455--490 (2011; Zbl 1280.68269) Full Text: Link
Cseke, Botond; Heskes, Tom Approximate marginals in latent Gaussian models. (English) Zbl 1280.60024 J. Mach. Learn. Res. 12, 417-454 (2011). MSC: 60G15 68T05 60G60 62E17 PDF BibTeX XML Cite \textit{B. Cseke} and \textit{T. Heskes}, J. Mach. Learn. Res. 12, 417--454 (2011; Zbl 1280.60024) Full Text: Link
Pelletier, Bruno; Pudlo, Pierre Operator norm convergence of spectral clustering on level sets. (English) Zbl 1280.68190 J. Mach. Learn. Res. 12, 385-416 (2011). MSC: 68T05 62H30 68R10 PDF BibTeX XML Cite \textit{B. Pelletier} and \textit{P. Pudlo}, J. Mach. Learn. Res. 12, 385--416 (2011; Zbl 1280.68190) Full Text: Link
Zilles, Sandra; Lange, Steffen; Holte, Robert; Zinkevich, Martin Models of cooperative teaching and learning. (English) Zbl 1280.68224 J. Mach. Learn. Res. 12, 349-384 (2011). MSC: 68T05 PDF BibTeX XML Cite \textit{S. Zilles} et al., J. Mach. Learn. Res. 12, 349--384 (2011; Zbl 1280.68224) Full Text: Link
Huang, Jim C.; Frey, Brendan J. Cumulative distribution networks and the derivative-sum-product algorithm: models and inference for cumulative distribution functions on graphs. (English) Zbl 1280.62067 J. Mach. Learn. Res. 12, 301-348 (2011). MSC: 62H17 62-09 68R10 PDF BibTeX XML Cite \textit{J. C. Huang} and \textit{B. J. Frey}, J. Mach. Learn. Res. 12, 301--348 (2011; Zbl 1280.62067) Full Text: Link
Weng, Ruby C.; Lin, Chih-Jen A Bayesian approximation method for online ranking. (English) Zbl 1280.68215 J. Mach. Learn. Res. 12, 267-300 (2011). MSC: 68T05 62F15 PDF BibTeX XML Cite \textit{R. C. Weng} and \textit{C.-J. Lin}, J. Mach. Learn. Res. 12, 267--300 (2011; Zbl 1280.68215) Full Text: Link
V’yugin, Vladimir V. Online learning in case of unbounded losses using follow the perturbed leader algorithm. (English) Zbl 1280.68211 J. Mach. Learn. Res. 12, 241-266 (2011). MSC: 68T05 PDF BibTeX XML Cite \textit{V. V. V'yugin}, J. Mach. Learn. Res. 12, 241--266 (2011; Zbl 1280.68211) Full Text: Link
Ren, Lu; Du, Lan; Carin, Lawrence; Dunson, David Logistic stick-breaking process. (English) Zbl 1280.62079 J. Mach. Learn. Res. 12, 203-239 (2011). MSC: 62H30 68T05 62F15 60G99 PDF BibTeX XML Cite \textit{L. Ren} et al., J. Mach. Learn. Res. 12, 203--239 (2011; Zbl 1280.62079) Full Text: Link
Steinwart, Ingo; Hush, Don; Scovel, Clint Training SVMs without offset. (English) Zbl 1280.68199 J. Mach. Learn. Res. 12, 141-202 (2011). MSC: 68T05 PDF BibTeX XML Cite \textit{I. Steinwart} et al., J. Mach. Learn. Res. 12, 141--202 (2011; Zbl 1280.68199) Full Text: Link