Improving Mapper's Robustness by Varying Resolution According to Lens-Space Density

Kaleb D. Ruscitti, Leland McInnes

We propose a modification of the Mapper algorithm that removes the assumption of a single resolution scale across semantic space and improves the robustness of the results under ch…