Probabilistic Foundations of Fuzzy Simplicial Sets for Nonlinear Dimensionality Reduction

Janis Keck, Lukas Silvester Barth, Fatemeh +3

Fuzzy simplicial sets have become an object of interest in dimensionality reduction and manifold learning, most prominently through their role in UMAP. However, their definition th…