most citedTopological Data Analysis and Topological Deep Learning Beyond Persistent Homology -- A Review

2 citations · 2 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2026

From Classical to Topological Neural Networks Under Uncertainty

Sarah Harkins Dayton, Layal Bou Hamdan, Ioannis D. Schizas +2

This chapter explores neural networks, topological data analysis, and topological deep learning techniques, alongside statistical Bayesian methods, for processing images, time seri…

math.HO2025★ 2 cited

Topological Data Analysis and Topological Deep Learning Beyond Persistent Homology -- A Review

Zhe Su, Xiang Liu, Layal Bou Hamdan +4

Topological data analysis (TDA) is a rapidly evolving field in applied mathematics and data science that leverages tools from topology to uncover robust, shape-driven insights in c…