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epsilon-insensitive loss

5 papers

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Co-occurring keywords · papers mentioning both

support vector machine (2) kernel methods (2) support vector regression (2) kernel hilbert space (1) functional output regression (1) huber loss (1) conditional median (1) loss symmetrization (1) boosting regression (1) sparsity bound (1)

Papers

Functional Output Regression with Infimal Convolution: Exploring the Huber and $ε$-insensitive Losses ICML 2022 Data sparse nonparametric regression with $ε$-insensitive losses ACML 2017 Sparsity of SVMs that use the epsilon-insensitive loss NeurIPS 2008 How SVMs can estimate quantiles and the median NeurIPS 2007 Smooth ε-Insensitive Regression by Loss Symmetrization JMLR 2005