This question comes from section 4.4, page 17, of this paper.
Let $\mu$ be a Borel measure on Cantor space, $2^\mathbb{N}$. The authors say that
If the measure is atomless, via the binary expansion of reals we can view it also as a Borel measure on $[0,1]$.
Is it necessary that $\mu$ be atomless?