Felix Biggs

Orcid: 0000-0002-1224-2053

According to our database1, Felix Biggs authored at least 7 papers between 2021 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2023
MMD-Fuse: Learning and Combining Kernels for Two-Sample Testing Without Data Splitting.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Tighter PAC-Bayes Generalisation Bounds by Leveraging Example Difficulty.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022
A Note on the Efficient Evaluation of PAC-Bayes Bounds.
CoRR, 2022

On Margins and Generalisation for Voting Classifiers.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Non-Vacuous Generalisation Bounds for Shallow Neural Networks.
Proceedings of the International Conference on Machine Learning, 2022

On Margins and Derandomisation in PAC-Bayes.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021
Differentiable PAC-Bayes Objectives with Partially Aggregated Neural Networks.
Entropy, 2021


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