Concept在线到非凸转化 / online-to-nonconvex conversion framework
online-to-nonconvex conversion
A theoretical framework connecting online learning and stochastic nonconvex optimization. It derives convergence rates to stationary-point conditions in nonconvex optimization from the cumulative regret bound of an online learner, and was originally designed for non-composite problems.
Timeline (last 90 days)
Oct 12
The core tool adopted in the paper is the online-to-nonconvex conversion framework, which was originally designed for non-composite problems.
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