Parameter-free Topology Inference and Sparsification for Data on Manifolds

Tamal K. Dey, Zhe Dong, Yusu Wang

In topology inference from data, current approaches face two major problems. One concerns the selection of a correct parameter to build an appropriate complex on top of the data po…