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I want to pose this question as general as possible and ask for reference of what to do in similar situations. I'll incrementally add details to narrow down the problem.
I want to derive large deviation bound for $\| X + Y \|_2^2$, where $X$ and $Y$ are $p$-dimensional dependent vectors; I b...