Contraction property of convex projection

If 𝒮\mathcal{S} is convex, then for any 𝐲𝒮\mathbf{y} \in \mathcal{S}, ||𝐲𝖯𝒮(𝐱)||2||𝐲𝐱||2||\mathbf{y}-\mathsf{P}_\mathcal{S}(\mathbf{x})||_2 \leq ||\mathbf{y}-\mathbf{x}||_2


See: Projection oracle