On the Brittleness of Bayesian Inference · HackerPapers discussions

On the Brittleness of Bayesian Inference — mentioned by spekcular

Mon, 17 Jan 2022 00:48:39 GMT

I was thinking of this paper in particular: https://www.jmlr.org/papers/volume15/miller14a/miller14a.pdf Some other references: https://www.jstor.org/stable/2241268 https://arxiv.org/abs/1308.6306 https://projecteuclid.org/journals/annals-of-mathematical-st...

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On the Brittleness of Bayesian Inference — mentioned by hyperion2010

Thu, 19 Jun 2014 18:16:17 GMT

Not an example from deep learning, but [1] also demonstrates that Bayesian systems also have similar problems with sensitivity to initial conditions that are quite similar. It is also rather striking that these DLNs seem to be tricked by what we would typically think of as noise. 1. http://arxiv.org/abs/1308.6306

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