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Thomas G. Dietterich
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A review of “Underspecification Presents Challenges for Credibility in Modern Machine Learning” by D’Amour et al.https://arxiv.org/abs/2011.03395 0/ Main claim: ML pipelines exhibit “underspecification”. i.e., they can produ
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I've been trying to imagine how the ML research and publication enterprise could be re-organized. Here are some initial thoughts. Feedback welcome! 1/ My proposal has four components. At the
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Very thought-provoking talk by Justin Gilmer at the #ICML2020 UDL workshop. Adversarial examples are just a case of out-of-distribution error. There is no particular reason to defend against the nearest
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