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Benjamin Guedj

French Institute for Research in Computer Science and Automation

95

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393

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Non-Vacuous Generalisation Bounds for Shallow Neural Networks.

2022 CoRR
- Felix Biggs
- Benjamin Guedj
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KSD Aggregated Goodness-of-fit Test.

2022 CoRR
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Controlling Confusion via Generalisation Bounds.

2022 CoRR
- John Shawe Taylor
- Benjamin Guedj
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On Margins and Derandomisation in PAC-Bayes.

2022 AISTATS | International Conference on Artificial Intelligence and Statistics
- Felix Biggs
- Benjamin Guedj
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Measuring dissimilarity with diffeomorphism invariance.

2022 CoRR
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Reprint: a randomized extrapolation based on principal components for data augmentation.

2022 CoRR
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On PAC-Bayesian reconstruction guarantees for VAEs.

2022 AISTATS | International Conference on Artificial Intelligence and Statistics
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Depolarising Social Networks: Optimisation of Exposure to Adverse Opinions in the Presence of a Backfire Effect.

2022 CoRR
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On change of measure inequalities for f-divergences.

2022 CoRR
- Benjamin Guedj
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Progress in Self-Certified Neural Networks

2021 NeurIPS | Neural Information Processing Systems
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