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3.1 Intro to Gradient and Subgradient Descent
Subgradient Method: Examples
A Framework for Globally Convergent Methods in Nonsmooth and Nonconvex Problems | Shoham Sabach
Aleksandr Aravkin - Algorithms for Nonsmooth, Nonconvex Problems in Data-Driven Discovery
OWOS:Minh N. Dao-The Proximal Subgradient Method for Nonsmooth Sum-of-Ratios Optimization Problems
Lecture 7: Subgradient Method
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Last Updated: August 17, 2026
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