Effective Reifenberg theorems in Hilbert and Banach spaces

The aim of this article is to study effective Reifenberg theorems for measures in a Hilbert or Banach space. For Hilbert spaces, we see all the results from ${\mathbb{R}}^n$ continue to hold with no additional restrictions. For a general Banach spaces we will see that the classical Reifenberg theorem holds, and that a weak version of the effective Reifenberg theorem holds in that if one assumes a summability estimate $\int_0^2 \beta^k(x,r)^1 \frac{dr}{r}<M$withoutpowergain,then$\mu$ must again be rectifiable with measure estimates. Improving this estimate in order to obtain a power gain turns out to be a subtle issue. For $k=1$ we will see for a {\it uniformly smooth} Banach space that if $\int_0^2 \beta^1(x,r)^\alpha \frac{dr}{r}<M^{\alpha/2}$,where$\alpha$ is the smoothness power of the Banach space, then $\mu$ is again rectifiable with uniform measure estimates. %We will provide examples showing that this power gain is sharp, and that for $k>1$ any power gain at all may fail, even for uniformly smooth Banach spaces.