proximal gradient methods

https://openreview.net/forum?id=SUxarNgrUT Adaptive Proximal Gradient Methods Are Universal Without Approximation | OpenReview We show that adaptive proximal gradient methods for convex problems are not restricted to traditional Lipschitzian assumptions. Our analysis reveals that a... proximal gradient methods adaptive universal without approximation https://www.scirp.org/journal/paperinformation?paperid=132885 Almost Sure Convergence of Proximal Stochastic Accelerated Gradient Methods Proximal gradient descent and its accelerated version are resultful methods for solving the sum of smooth and non-smooth problems. When the smooth function can... almost sure convergence proximal stochastic accelerated gradient

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