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Regression analysis / Statistical classification / Hyperparameter / Sensitivity analysis / Supervised learning / Tikhonov regularization / Least squares / Support vector machine / Regularization / Statistics / Bayesian statistics / Machine learning


A majorization-minimization algorithm for (multiple) hyperparameter learning Chuan-Sheng Foo Institute for Infocomm Research, 1 Fusionopolis Way, Singapore[removed], Singapore Chuong B. Do
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Document Date: 2009-05-18 12:17:30

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File Size: 196,36 KB

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N. L. C. / Neural Information Processing Systems / Neural Networks / MIT Press / H. & Boyd S. P. / W. L. & Weigend A. S. / Dataset / /

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Japan / United States / Canada / Singapore / /

Currency

pence / /

Facility

Stanford University / Chuan-Sheng Foo Institute / /

IndustryTerm

gradient-based algorithms / grid-search algorithm / grid search / Gradient-based hyperparameter learning algorithms / grid-search scales / iterative linearization algorithm / natural language processing tasks / hyperparameter learning algorithm / grid-search and gradient-based algorithms / regularization / majorization-minimization algorithm / similar optimization algorithm / gradient-based hyperparameter learning algorithm / generic gradient-based algorithm / linear systems / tion algorithm / learning algorithm / /

Organization

Chuan-Sheng Foo Institute for Infocomm Research / National Science Foundation / MIT / Stanford University / Singapore Chuong B. Do Andrew Y. Ng Computer Science Department / Pattern Analysis and Machine Intelligence / /

Person

Andrew Y. Ng / /

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D. J. / author / conditional loglinear model for RNA secondary structure prediction / Bishop / Hunter / Marshall / programmer / /

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Pentax K-x Digital Camera / Figueiredo / /

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FL / ML / /

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California / /

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IEEE Transactions on Pattern Analysis and Machine Intelligence / Machine Learning / Journal of Machine Learning Research / Complex Systems / Nucleic Acids Research / /

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Stanford University / /

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majorization-minimization algorithm / tion algorithm / 1 Majorization-minimization algorithm / Bioinformatics / gradient-based algorithm / tomography / grid-search and gradient-based algorithms / Machine Learning / iterative linearization algorithm / Image Processing / learning algorithm / natural language processing / neural network / gradient-based hyperparameter learning algorithm / similar optimization algorithm / generic gradient-based algorithm / gradient-based algorithms / competing algorithms / Gradient-based hyperparameter learning algorithms / http / 2 Majorization-minimization algorithm / hyperparameter learning algorithm / grid-search algorithm / /

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www.csie.ntu.edu.tw/˜cjlin/libsvmtools / /

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