The Zen of Gradient Descent | Moody Rd - http://mrtz.org/blog...
Aug 4, 2014
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Nice article explaining a principled way of deriving Nesterov's method. Also makes the interesting point that Nesterov is more brittle than standard gradient descent, and thus may be less useful in practice.
- Michael Nielsen