$k$-means considered harmful: On arbitrary topological changes in Mapper complexes

Mikael Vejdemo-Johansson

The Mapper construction is one of the most widespread tools from Topological Data Analysis. There is an unfortunate trend as the construction has gained traction to use clustering…