TeX source:

\mathbf{A} = \mathbf{U\Sigma V}^\ast, \quad \mathbf{\Sigma} = \text{diag}(\sigma_1,\ldots,\sigma_p) \in \mathbb{R}^{m\times n}, \quad p=\min\{m,n\},