Robustness guarantees for Bayesian neural networks (invited extended abstract of a keynote speaker)
Bayesian neural networks (BNNs), a family of neural networks with a probability distribution placed on their weights, have the advantage of being able to reason about uncertainty in their predictions as well as data. Their deployment in safety-critical applications demands rigorous robustness guaran...
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| Médium: | Conference item |
| Jazyk: | English |
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Springer
2022
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