io-port.net

io-port 06055604 Robinson, Joshua W.; Hartemink, Alexander J.

Learning non-stationary dynamic Bayesian networks. (English)

J. Mach. Learn. Res. 11, 3647-3680 (2010).

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io-port 06055603 Seldin, Yevgeny; Tishby, Naftali

PAC-Bayesian analysis of co-clustering and beyond. (English)

J. Mach. Learn. Res. 11, 3595-3646 (2010).

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io-port 06055602 Watanabe, Sumio

Asymptotic equivalence of Bayes cross validation and widely applicable information criterion in singular learning theory. (English)

J. Mach. Learn. Res. 11, 3571-3594 (2010).

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io-port 06055601 Henderson, James; Titov, Ivan

Incremental Sigmoid belief networks for grammar learning. (English)

J. Mach. Learn. Res. 11, 3541-3570 (2010).

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io-port 06055598 Bouckaert, Remco; Hemmecke, Raymond; Lindner, Silvia; Studený, Milan

Efficient algorithms for conditional independence inference. (English)

J. Mach. Learn. Res. 11, 3453-3479 (2010).

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io-port 06055597 Sinz, Fabian; Bethge, Matthias

$L_{p}$-nested symmetric distributions. (English)

J. Mach. Learn. Res. 11, 3409-3451 (2010).

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io-port 06055596 Vincent, Pascal; Larochelle, Hugo; Lajoie, Isabelle; Bengio, Yoshua; Manzagol, Pierre-Antoine

Stacked denoising autoencoders: learning useful representations in a deep network with a local denoising criterion. (English)

J. Mach. Learn. Res. 11, 3371-3408 (2010).

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io-port 06055595 Visweswaran, Shyam; Cooper, Gregory F.

Learning instance-specific predictive models. (English)

J. Mach. Learn. Res. 11, 3333-3369 (2010).

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io-port 06055594 Dmochowski, Jacek P.; Sajda, Paul; Parra, Lucas C.

Maximum likelihood in cost-sensitive learning: model specification, approximations, and upper bounds. (English)

J. Mach. Learn. Res. 11, 3313-3332 (2010).

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io-port 06055593 Wang, Chunping; Liao, Xuejun; Carin, Lawrence; Dunson, David B.

Classification with incomplete data using Dirichlet process priors. (English)

J. Mach. Learn. Res. 11, 3269-3311 (2010).

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io-port 06055592 Honkela, Antti; Raiko, Tapani; Kuusela, Mikael; Tornio, Matti; Karhunen, Juha

Approximate Riemannian conjugate gradient learning for fixed-form variational Bayes. (English)

J. Mach. Learn. Res. 11, 3235-3268 (2010).

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io-port 06055591 Yuan, Guo-Xun; Chang, Kai-Wei; Hsieh, Cho-Jui; Lin, Chih-Jen

A comparison of optimization methods and software for large-scale L1-regularized linear classifi\-cation. (English)

J. Mach. Learn. Res. 11, 3183-3234 (2010).

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io-port 06055590 Theodorou, Evangelos; Buchli, Jonas; Schaal, Stefan

A generalized path integral control approach to reinforcement learning. (English)

J. Mach. Learn. Res. 11, 3137-3181 (2010).

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io-port 06055589 Gupta, Rahul; Sarawagi, Sunita; Diwan, Ajit A.

Collective inference for extraction MRFs coupled with symmetric clique potentials. (English)

J. Mach. Learn. Res. 11, 3097-3135 (2010).

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io-port 06055588 Cohn, Trevor; Blunsom, Phil; Goldwater, Sharon

Inducing tree-substitution grammars. (English)

J. Mach. Learn. Res. 11, 3053-3096 (2010).

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io-port 06055587 Cohen, Shay B.; Smith, Noah A.

Covariance in unsupervised learning of probabilistic grammars. (English)

J. Mach. Learn. Res. 11, 3017-3051 (2010).

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io-port 06055586 Rasmussen, Carl Edward; Nickisch, Hannes

Gaussian processes for machine learning (GPML) toolbox. (English)

J. Mach. Learn. Res. 11, 3011-3015 (2010).

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io-port 06055585 Blanchard, Gilles; Lee, Gyemin; Scott, Clayton

Semi-supervised novelty detection. (English)

J. Mach. Learn. Res. 11, 2973-3009 (2010).

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io-port 06055584 Chang, Fu; Guo, Chien-Yang; Lin, Xiao-Rong; Lu, Chi-Jen

Tree decomposition for large-scale SVM problems. (English)

J. Mach. Learn. Res. 11, 2935-2972 (2010).

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io-port 06055583 Cavallanti, Giovanni; Cesa-Bianchi, Nicolò; Gentile, Claudio

Linear algorithms for online multitask classification. (English)

J. Mach. Learn. Res. 11, 2901-2934 (2010).

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