Andreas Roth

This page is a disambiguation page, it actually contains mutiple papers from persons of the same or a similar name.

Known people with the same name:

Bibliography

2024

Preventing Representational Rank Collapse in MPNNs by Splitting the Computational Graph.

[BibT_eX]

[DOI]

CoRR, 2024

Simplifying the Theory on Over-Smoothing.

[BibT_eX]

[DOI]

Andreas Roth

CoRR, 2024

2023

Curvature-based Pooling within Graph Neural Networks.

[BibT_eX]

[DOI]

Cedric Sanders

Andreas Roth

Thomas Liebig

CoRR, 2023

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

[BibT_eX]

[DOI]

Andreas Roth

Thomas Liebig

Proceedings of the Learning on Graphs Conference, 27-30 November 2023, Virtual Event., 2023

Distilling Influences to Mitigate Prediction Churn in Graph Neural Networks.

[BibT_eX]

[DOI]

Andreas Roth

Thomas Liebig

Proceedings of the Asian Conference on Machine Learning, 2023

2022

Transforming PageRank into an Infinite-Depth Graph Neural Network.

[BibT_eX]

[DOI]

Andreas Roth

Thomas Liebig

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

Forecasting Unobserved Node States with spatio-temporal Graph Neural Networks.

[BibT_eX]

[DOI]

Andreas Roth

Thomas Liebig

Proceedings of the IEEE International Conference on Data Mining Workshops, 2022

2021

A Data-Centric Augmentation Approach for Disturbed Sensor Image Segmentation.

[BibT_eX]

[DOI]

Andreas Roth

Konstantin Wüstefeld

Frank Weichert

J. Imaging, 2021

2020

Instantaneous control of interacting particle systems in the mean-field limit.

[BibT_eX]

[DOI]

J. Comput. Phys., 2020

Medley2K: A Dataset of Medley Transitions.

[BibT_eX]

[DOI]

CoRR, 2020

2019

Yield Prognosis for the Agrarian Management of Vineyards using Deep Learning for Object Counting.

[BibT_eX]

[DOI]

Proceedings of the Human Practice. Digital Ecologies. Our Future. 14. Internationale Tagung Wirtschaftsinformatik (WI 2019), 2019

Everything counts: a Taxonomy of Deep Learning Approaches for Object Counting.

[BibT_eX]

[DOI]

Kai Heinrich

Andreas Roth

Patrick Zschech

Proceedings of the 27th European Conference on Information Systems, 2019

2017

A Retarded Mean-Field Approach for Interacting Fiber Structures.

[BibT_eX]

[DOI]

Multiscale Model. Simul., 2017

2014

A Semi-Lagrangian Method for 3-D Fokker Planck Equations for Stochastic Dynamical Systems on the Sphere.

[BibT_eX]

[DOI]

J. Sci. Comput., 2014

2010

The impact of variation in scale on the behavior of a cellular automata used for land use change modeling.

[BibT_eX]

[DOI]

Comput. Environ. Urban Syst., 2010

Performance-aware design and optimization of enterprise applications.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Network and Service Management, 2010

2008

Regional Assessment of Sustainable Agricultural Cropping Systems in the North China Plain - Data Requirements and Computational Approaches.

[BibT_eX]

[DOI]

Andreas Roth

Reiner Doluschitz

Proceedings of the Fourth International Conference on Natural Computation, 2008

2006

End-User Development for Enterprise Resource Planning Systems.

[BibT_eX]

[DOI]

Andreas Roth

Stefan Scheidl

Proceedings of the 36. Jahrestagung der Gesellschaft für Informatik, 2006

2001

In vivo quantification and densitometry of the MCP joint tissue on patients with rheumatoid arthritis.

[BibT_eX]

Martin Wawro

Andreas Roth

Proceedings of the CARS 2001. Computer Assisted Radiology and Surgery. Proceedings of the 15th International Congress and Exhibition, 2001

Andreas Roth

Known people with the same name:

Bibliography

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