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I'm a bit surprised that Soatto's and Tishby's papers aren't on the reading list (https://stats385.github.io/readings https://stats385.github.io/readings). I th
by AlexCoventry 9y ago
I'm a bit surprised that Soatto's and Tishby's papers aren't on the reading list (https://stats385.github.io/readings https://stats385.github.io/readings). I think they have some of the most interesting theories, at the moment, about why Deep Learning works.
https://arxiv.org/abs/1706.01350 https://arxiv.org/abs/1706.01350
https://openreview.net/pdf?id=ry_WPG-A- https://openreview.net/pdf?id=ry_WPG-A-
- trashtoss 9y agoIs anyone looking into/using algebraic topology and sheaves to analyze or interpret these deep networks?