Look Before You Lift: Visual and Quantitative Diagnostics for Topological Deep Learning

Mathilde Papillon, Guillermo Bernárdez, Álvaro Ballón Barreiro +4

Topological deep learning (TDL) methods rely on lifting raw data into higher-order discrete domains such as simplicial complexes, cell complexes, and hypergraphs. In practice, this…