Sparsity-aware generalization theory for deep neural networksAnnual Conference Computational Learning Theory (COLT), 2023 |
Generalisation under gradient descent via deterministic PAC-BayesInternational Conference on Algorithmic Learning Theory (ALT), 2022 |
Adversarial robustness of sparse local Lipschitz predictorsSIAM Journal on Mathematics of Data Science (SIMODS), 2022 |
On Margins and Derandomisation in PAC-BayesInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2021 |