conftrace_

regularization theory

10 papers

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Co-occurring keywords · papers mentioning both

kernel methods (4) reproducing kernel hilbert space (2) representer theorem (2) neural network optimization (2) functional minimization (1) conditional gradient (1) radial nondecreasing functions (1) regularization functionals (1) sinkhorn algorithm (1) support vector machine (1)

Papers

Asymptotics of Ridge(less) Regression under General Source Condition AISTATS 2021 Local Regularizer Improves Generalization AAAI 2020 Regularized Optimal Transport is Ground Cost Adversarial ICML 2020 Understanding the Disharmony between Weight Normalization Family and Weight Decay AAAI 2020 Sparsity and Error Analysis of Empirical Feature-Based Regularization Schemes JMLR 2016 Orbit Regularization NeurIPS 2014 Comment on "Robustness and Regularization of Support Vector Machines" by H. Xu et al. (Journal of Machine Learning Research, vol. 10, pp. 1485-1510, 2009) JMLR 2013 The representer theorem for Hilbert spaces: a necessary and sufficient condition NeurIPS 2012 When Is There a Representer Theorem? Vector Versus Matrix Regularizers JMLR 2009 Frames, Reproducing Kernels, Regularization and Learning JMLR 2005