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.@furongh has a paper on using tensor methods to evaluate the compressibility of the layers, following the notion from @prfsanjeevarora https://arxiv.org/pdf/2001.05070.pdf … they agree well with empirical evaluation
I'll take a closer look, but I'm slightly skeptical seeing this plot.pic.twitter.com/oL7Fo5V9dx
This is the effective number of parameters (proportional to the generalization bound) compared with the one derived by the current state-of-the-art (Arora et al., 2018) for VGG-16.
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