Ultrametric subsets with large Hausdorff dimension
Manor Mendel, Assaf Naor

TL;DR
The paper proves that any compact metric space contains a large Hausdorff dimension subset that can be embedded into an ultrametric space with distortion proportional to 1/epsilon, and this bound is shown to be optimal.
Contribution
It establishes the existence of large Hausdorff dimension subsets with near-isometric ultrametric embeddings and proves the optimality of the distortion bound.
Findings
Existence of subsets with Hausdorff dimension at least (1-e) times the original.
Ultrametric embedding distortion is bounded by O(1/epsilon).
The distortion bound is proven to be sharp using expander graph constructions.
Abstract
It is shown that for every , every compact metric space has a compact subset that embeds into an ultrametric space with distortion , and where denotes Hausdorff dimension. The above distortion estimate is shown to be sharp via a construction based on sequences of expander graphs.
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