LSEnet: Mastering Automated Data Grouping in Curved Hyperbolic Space

Meet LSEnet, the neural net that organizes complex networks into optimal partitioning trees using the Lorentz model. By ditching flat Euclidean space for curved hyperbolic geometry, it recursively learns parent nodes using a self-supervised clustering objective.