Home 9 Publications ( Page 2 )

Publications

Curvature-based Pooling within Graph Neural Networks

C. Sanders, A. Roth, T. Liebig,
2023

Rank Collapse Causes Over-Smoothing and Over-Correlation in Graph Neural Networks

A. Roth, T. Liebig,
2023

Theoretical and Practical Aspects of Finite Closure Systems for Mining and Learning

F. Seiffarth,
2023

Segmentation Distortion: Quantifying Segmentation Uncertainty Under Domain Shift via the Effects of Anomalous Activations

J. Lennartz, T. Schultz,
2023

Detection and Visual Analysis of Pathological Abnormalities in Diffusion Tensor Imaging with an Anomaly Lens

M. Bareth, S. Groeschel, J. Gruen, P. Pretzel, T. Schultz, Thomas,
2023

Requirements for Generating Learning Environments for Autonomous Systems Behavior in a Digital Continuum

A. Murrenhoff,
2023

Foundation Models for Natural Language Processing

G. Paaß, S. Giesselbach,
2023

Online Deep Hybrid Ensemble Learning for Time Series Forecasting

A. Saadallah, M. Jakobs,
2023

Online adaptive bagging for multivariate time series forecasting

A. Saadallah, H. Mykula,
2023

Online Explainable Model Selection for Time Series Forecasting

A. Saadallah,
2023