3 citations · 3 across the 2 of their papers we have counts for
2 papers
cs.LG2024
Diss-l-ECT: Dissecting Graph Data with Local Euler Characteristic Transforms
Julius von Rohrscheidt, Bastian Rieck
The Euler Characteristic Transform (ECT) is an efficiently-computable geometrical-topological invariant that characterizes the global shape of data. In this paper, we introduce the…
cs.LG2022★ 3 cited
Topological Singularity Detection at Multiple Scales
Julius von Rohrscheidt, Bastian Rieck
The manifold hypothesis, which assumes that data lies on or close to an unknown manifold of low intrinsic dimension, is a staple of modern machine learning research. However, recen…