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The smoothing conjecture for nearly convex functions
Smoothing conjecture. The convolution will reduce the role of $\epsilon(x)$ , and the stochastic gradient descent step will be mainly induced by $\bar{f}(x)$ .
Conjectureopenconvolution-smoothing nearly-convex-functions stochastic-optimizationarXiv posted 2 days ago

The smoothing conjecture for nearly convex functions