- If there exists A such that B, then C.
- There exists A such that if B, then C.
I am having a hard time telling whether these two statements are logically equivalent.
(I have an easier time understanding 1 than 2, so if they are equivalent, it will make me feel more comfortable when I read statements like 2.) Thank you!
Edit: I have this question because I do not know how to interpret a theorem (Theorem 1.1) by Candes and Tao (2010): https://arxiv.org/pdf/0903.1476.pdf. I copy the entire theorem here:
Theorem $1.1$ (Matrix completion I) Let $M \in \mathbb{R}^{n_{1} > \times n_{2}}$ be a fixed matrix of rank $r=O(1)$ obeying the strong incoherence property with parameter $\mu$. Write $n:=\max \left(n_{1}, > n_{2}\right)$. Suppose we observe $m$ entries of $M$ with locations sampled uniformly at random. Then there is a positive numerical constant $C$ such that if $$ m \geq C \mu^{4} n(\log n)^{2}, $$ then $M$ is the unique solution to (1.3) with probability at least $1-n^{-3}$. In other words: with high probability, nuclear-norm minimization recovers all the entries of $M$ with no error.
If I follow the explanation by ryang (thank you for answering), then "M is unique solution..." if $m \geq C \mu^{4} n(\log n)^{2}$ for all numerical constant $C$. But this does not make sense since $m \geq C \mu^{4} n(\log n)^{2}$ clearly does not hold for all $C$. What am I missing here?