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Fractal basin geometry and the limits to predictability and reproducibility in deep learning

Ly, Andrew et al.
arXiv (All) · Papers
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Fundamental limits to predictability are central to our understanding of many physical and computational systems. In deep learning, training outcomes are notoriously difficult to predict and reproduce, yet the mechanism underlying these difficulties has remained unclear. Here we propose fractal, rid
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