generalisation bound

A PAC-Bayesian Link Between Generalisation and Flat Minima ALT 2025 Generalisation under gradient descent via deterministic PAC-Bayes ALT 2025 Controlling Multiple Errors Simultaneously with a PAC-Bayes Bound NeurIPS 2024 Non-parametric Representation Learning with Kernels AAAI 2024 Conditionally Gaussian PAC-Bayes AISTATS 2022 On Margins and Generalisation for Voting Classifiers NeurIPS 2022 Narrow Margins: Classification, Margins and Fat Tails ICML 2021 Provably Strict Generalisation Benefit for Invariance in Kernel Methods NeurIPS 2021 How does Weight Correlation Affect Generalisation Ability of Deep Neural Networks? NeurIPS 2020 PAC-Bayesian Contrastive Unsupervised Representation Learning UAI 2020 Stability and Generalization of Learning Algorithms that Converge to Global Optima ICML 2018 Regularization of Neural Networks using DropConnect ICML 2013 PAC-Bayesian Generalisation Error Bounds for Gaussian Process Classification JMLR 2002