Felix Biggs

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

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

MMD-Fuse: Learning and Combining Kernels for Two-Sample Testing Without Data Splitting.

Felix Biggs, Antonin Schrab, Arthur Gretton

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.

Felix Biggs, Benjamin Guedj

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

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

Felix Biggs

CoRR, 2022

On Margins and Generalisation for Voting Classifiers.

Felix Biggs, Valentina Zantedeschi, Benjamin Guedj

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.

Felix Biggs, Benjamin Guedj

Proceedings of the International Conference on Machine Learning, 2022

On Margins and Derandomisation in PAC-Bayes.

Felix Biggs, Benjamin Guedj

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021

Differentiable PAC-Bayes Objectives with Partially Aggregated Neural Networks.

Felix Biggs, Benjamin Guedj

Entropy, 2021