no code implementations • 23 Feb 2024 • Hubert Wagner, Nickolas Arustamyan, Matthew Wheeler, Peter Bubenik
In particular, we introduce: (1) a mixup barcode, which captures geometric-topological interactions (mixup) between two point sets in arbitrary dimension; (2) simple summary statistics, total mixup and total percentage mixup, which quantify the complexity of the interactions as a single number; (3) a software tool for playing with the above.
no code implementations • NeurIPS 2021 • Songzhu Zheng, Yikai Zhang, Hubert Wagner, Mayank Goswami, Chao Chen
Deep neural networks are known to have security issues.
no code implementations • 4 May 2017 • Teresa Heiss, Hubert Wagner
In various applications the Euler characteristic curve is used as a descriptor of an image.