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_posts/2015-04-14-ift6268.presentation

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@@ -44,7 +44,7 @@ Mobahi and Fisher.
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## Stochastic regime
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* Use sampling to estimate smoothing, $\hat \nabla f(x) = \mathbb{E}_\epsilon(\nabla f(x + \epsilon))$
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* Use sampling to estimate smoothing, $\nabla \hat f(x) = \mathbb{E}_\epsilon(\nabla f(x + \epsilon))$
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* Reduce smoothing gradually?
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See e.g. *On Graduated Optimization for Stochastic Non-Convex Problems* by

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