Ziyad Oulhaj

Differentiable Mapper for Topological Optimization of Data Representation

Unsupervised data representation and visualization using tools from topology is an active and growing field of Topological Data Analysis (TDA) and data science. Its most prominent line of work is based on the so-called Mapper graph, which is a combinatorial graph whose topological structures (connec…