conftrace_

generalization bound

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Co-occurring keywords · papers mentioning both

neural network (84) learning theory (73) stochastic gradient descent (71) rademacher complexity (50) algorithmic stability (48) sample complexity (36) pac-bayes bound (35) generalization error (34) representation learning (30) empirical risk minimization (29)

Papers

Learning on Graph with Laplacian Regularization NeurIPS 2006 Ordinal Regression by Extended Binary Classification NeurIPS 2006 Tighter PAC-Bayes Bounds NeurIPS 2006 Generalization Bounds and Complexities Based on Sparsity and Clustering for Convex Combinations of Functions from Random Classes JMLR 2005 Generalization Bounds for the Area Under the ROC Curve JMLR 2005 Stability of Randomized Learning Algorithms JMLR 2005 Tutorial on Practical Prediction Theory for Classification JMLR 2005 A Compression Approach to Support Vector Model Selection JMLR 2004 Computable Shell Decomposition Bounds JMLR 2004 On the Importance of Small Coordinate Projections JMLR 2004 Data-dependent margin-based generalization bounds for classification JMLR 2002