conftrace_

margin bound

15 papers

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Co-occurring keywords

generalization bound (652) support vector machine (978) rademacher complexity (109) pac-bayes bound (53) risk bound (71) neural network (6616) vc dimension (108) online learning (1777) lipschitz constant (48) residual network (211)

Papers

On Margins and Derandomisation in PAC-Bayes AISTATS 2022
On Margins and Generalisation for Voting Classifiers NIPS 2022
Stable Sample Compression Schemes: New Applications and an Optimal SVM Margin Bound ALT 2021
Relative Deviation Margin Bounds ICML 2021
Gradient Methods Never Overfit On Separable Data JMLR 2021
Adversarial Risk Bounds through Sparsity based Compression AISTATS 2020
Functional Gradient Boosting based on Residual Network Perception ICML 2018
Contextual bandits with surrogate losses: Margin bounds and efficient algorithms NIPS 2018
Spectrally-normalized margin bounds for neural networks NIPS 2017
Structured Prediction Theory Based on Factor Graph Complexity NIPS 2016
Multi-Class Classification with Maximum Margin Multiple Kernel ICML 2013
Dimensionality Dependent PAC-Bayes Margin Bound NIPS 2012
On the Complexity of Linear Prediction: Risk Bounds, Margin Bounds, and Regularization NIPS 2008
Bounds for Linear Multi-Task Learning JMLR 2006
Limitations of Learning Via Embeddings in Euclidean Half Spaces JMLR 2002