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For a mathy academic survey of gradient descent methods (from this month, June 2016), I recommend: https://arxiv.org/abs/1606.04838

(It was submitted by someone else a few days ago, but saw no traction.)



If I understand HN policy correctly, interesting links maybe reposted, which I know did. Hopefully, it will get some traction now.




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