conftrace_

regularization theory

9 papers

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Co-occurring keywords

kernel methods (1097) reproducing kernel hilbert space (334) neural network optimization (1293) sinkhorn algorithm (64) support vector machine (978) learning rate (192) group action (9) convex hull (33) projected gradient (5) test error (12)

Papers

Asymptotics of Ridge(less) Regression under General Source Condition AISTATS 2021
Understanding the Disharmony between Weight Normalization Family and Weight Decay AAAI 2020
Regularized Optimal Transport is Ground Cost Adversarial ICML 2020
Local Regularizer Improves Generalization AAAI 2020
Sparsity and Error Analysis of Empirical Feature-Based Regularization Schemes JMLR 2016
Orbit Regularization NIPS 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 NIPS 2012
Frames, Reproducing Kernels, Regularization and Learning JMLR 2005