Следене
Felix Biggs
Felix Biggs
PhD Candidate in Foundational AI at University College London
Потвърден имейл адрес: ucl.ac.uk - Начална страница
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Позовавания
Позовавания
Година
Differentiable PAC–Bayes objectives with partially aggregated neural networks
F Biggs, B Guedj
Entropy 23 (10), 1280, 2021
142021
On margins and derandomisation in PAC-Bayes
F Biggs, B Guedj
International Conference on Artificial Intelligence and Statistics, 2022
122022
Non-vacuous generalisation bounds for shallow neural networks
F Biggs, B Guedj
Proceedings of the 39th International Conference on Machine Learning, PMLR …, 2022
72022
On Margins and Generalisation for Voting Classifiers
F Biggs, V Zantedeschi, B Guedj
Neural Information Processing Systems 2022., 2022
22022
Tighter PAC-Bayes Generalisation Bounds by Leveraging Example Difficulty
F Biggs, B Guedj
arXiv preprint arXiv:2210.11289, 2022
2022
A Note on the Efficient Evaluation of PAC-Bayes Bounds
F Biggs
arXiv preprint arXiv:2209.05188, 2022
2022
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