Metric Space Magnitude and Generalisation in Neural Networks. - Rayna Andreeva; Katharina Limbeck; Bastian Rieck; Rik Sarkar (TAG-ML, 2023)

Metric Space Magnitude for Evaluating Unsupervised Representation Learning. - Katharina Limbeck; Rayna Andreeva; Rik Sarkar; Bastian Rieck (CoRR, 2023)

Metric Space Magnitude for Evaluating the Diversity of Latent Representations. - Katharina Limbeck; Rayna Andreeva; Rik Sarkar; Bastian Rieck (NeurIPS, 2024)

Detecting Spatial Dependence in Transcriptomics Data using Vectorised Persistence Diagrams. - Katharina Limbeck; Bastian Rieck (CoRR, 2024)

Geometry-Aware Edge Pooling for Graph Neural Networks. - Katharina Limbeck; Lydia Mezrag; Guy Wolf; Bastian Rieck (CoRR, 2025)