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Optimization inequalities cheatsheet

Category: optimization
#optimization #cheatsheet

Most proofs in optimization consist in using inequalities for a particular function class in some creative way. This is a cheatsheet with inequalities that I use most often. It considers class of functions that are convex, strongly convex and $L$-smooth.

Setting. $f$ is a function $\mathbb{R}^p \to …