How to define the nuclear norm of a tensor?

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As we know, the nuclear norm of a matrix $X$ is defined as follows

$$\|X\|_{*} = \sum \sigma_{i}$$

where $\sigma_{i}$ is the $i$-th singular value of $X$. How to define the nuclear norm of a tensor $\mathcal{X}$?