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Publication:2880981
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zbMath1235.68184MaRDI QIDQ2880981

Saharon Rosset

Publication date: 17 April 2012

Full work available at URL: http://www.jmlr.org/papers/v10/rosset09a.html

Title: zbMATH Open Web Interface contents unavailable due to conflicting licenses.


Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) General nonlinear regression (62J02) Learning and adaptive systems in artificial intelligence (68T05)


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Concentration inequalities for cross-validation in scattered data approximation ⋮ An efficient model-free estimation of multiclass conditional probability ⋮ Multi-parametric solution-path algorithm for instance-weighted support vector machines ⋮ Estimating conditional quantiles with the help of the pinball loss ⋮ Online learning for quantile regression and support vector regression ⋮ Unnamed Item ⋮ The structured elastic net for quantile regression and support vector classification ⋮ Bilevel Optimization of Regularization Hyperparameters in Machine Learning







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