Bayesian dark knowledge on ShortScience.org

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Bayesian dark knowledge
Balan, Anoop Korattikara and Rathod, Vivek and Murphy, Kevin P. and Welling, Max
Neural Information Processing Systems Conference - 2015 via Local Bibsonomy
Keywords: dblp

Summaries/Notes 2

[link] Summary by robromijnders 7 years ago

It's not clear to me how predicting the variance with a neural network is a robust estimator of uncertainty. We all know the adversarial examples where we can simply fool a neural network with an example that is a little off. By a same argument, we could make adversarial examples to _fool_ the uncertainty estimator. I would like to see more work on this

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