Katharina Limbeck

According to our database, Katharina Limbeck authored at least 6 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Diversity Curves for Graph Representation Learning.

Katharina Limbeck, Nadja Häusermann, Martin Carrasco, Guy Wolf, Bastian Rieck

CoRR, May, 2026

2025

Geometry-Aware Edge Pooling for Graph Neural Networks.

Katharina Limbeck, Lydia Mezrag, Guy Wolf, Bastian Rieck

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

2024

Detecting Spatial Dependence in Transcriptomics Data using Vectorised Persistence Diagrams.

Katharina Limbeck, Bastian Rieck

CoRR, 2024

Metric Space Magnitude for Evaluating the Diversity of Latent Representations.

Katharina Limbeck, Rayna Andreeva, Rik Sarkar, Bastian Rieck

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Metric Space Magnitude for Evaluating Unsupervised Representation Learning.

Katharina Limbeck, Rayna Andreeva, Rik Sarkar, Bastian Rieck

CoRR, 2023

Metric Space Magnitude and Generalisation in Neural Networks.

Rayna Andreeva, Katharina Limbeck, Bastian Rieck, Rik Sarkar

Proceedings of the Topological, 2023