On the Convergence of Optimizing Persistent-Homology-Based Losses

Yikai Zhang, Jiachen Yao, Yusu Wang +1

Topological loss based on persistent homology has shown promise in various applications. A topological loss enforces the model to achieve certain desired topological property. Desp…