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ORCIDAndreas Roth
This is just a disambiguation page, and is not intended to be the bibliography of an actual person. The links to all actual bibliographies of persons of the same or a similar name can be found below. Any publication listed on this page has not been assigned to an actual author yet. If you know the true author of one of the publications listed below, you are welcome to contact us.
Person information
Other persons with the same name
- Andreas Roth 0001 — SAP AG, Germany (and 1 more)
- Andreas Roth 0002 — University of Karlsruhe, Germany
- Andreas Roth 0003 — Technische Hochschule Leipzig, Germany
- Andreas Roth 0004
![[0000-0002-1145-955X]](https://dblp1.uni-trier.de/img/orcid-mark.12x12.png "0000-0002-1145-955X")
— University Hospital Leipzig, Department of Orthopaedics, Traumatology and Reconstructive Surgery, Germany
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Journal Articles
- 2021
[j5]Andreas Roth, Konstantin Wüstefeld, Frank Weichert:
A Data-Centric Augmentation Approach for Disturbed Sensor Image Segmentation. J. Imaging 7(10): 206 (2021)- 2020
- [j4]Martin Burger, René Pinnau, Claudia Totzeck, Oliver Tse, Andreas Roth:
Instantaneous control of interacting particle systems in the mean-field limit. J. Comput. Phys. 405: 109181 (2020) - 2017
- [j3]Raul Borsche, Axel Klar, Christian Nessler, Andreas Roth, Oliver Tse:
A Retarded Mean-Field Approach for Interacting Fiber Structures. Multiscale Model. Simul. 15(3): 1130-1154 (2017) - 2014
- [j2]Andreas Roth, Axel Klar, Bernd Simeon, Evgeniy Zharovsky:
A Semi-Lagrangian Method for 3-D Fokker Planck Equations for Stochastic Dynamical Systems on the Sphere. J. Sci. Comput. 61(3): 513-532 (2014) - 2010
- [j1]Ying Pan, Andreas Roth, Zhenrong Yu, Reiner Doluschitz:
The impact of variation in scale on the behavior of a cellular automata used for land use change modeling. Comput. Environ. Urban Syst. 34(5): 400-408 (2010)
Conference and Workshop Papers
- 2023
- [c10]Andreas Roth, Thomas Liebig:
Distilling Influences to Mitigate Prediction Churn in Graph Neural Networks. ACML 2023: 1151-1166 - [c9]Andreas Roth, Thomas Liebig:
Rank Collapse Causes Over-Smoothing and Over-Correlation in Graph Neural Networks. LoG 2023: 35 - 2022
- [c8]Andreas Roth, Thomas Liebig:
Forecasting Unobserved Node States with spatio-temporal Graph Neural Networks. ICDM (Workshops) 2022: 740-747 - [c7]Andreas Roth, Thomas Liebig:
Transforming PageRank into an Infinite-Depth Graph Neural Network. ECML/PKDD (2) 2022: 469-484 - 2019
- [c6]Kai Heinrich, Andreas Roth, Patrick Zschech:
Everything counts: a Taxonomy of Deep Learning Approaches for Object Counting. ECIS 2019 - [c5]Kai Heinrich, Andreas Roth, Lukas Breithaupt, Björn Möller, Johannes Maresch:
Yield Prognosis for the Agrarian Management of Vineyards using Deep Learning for Object Counting. Wirtschaftsinformatik 2019: 407-421 - 2010
- [c4]Jan Schaefer, Markus Schmid, Andreas Textor, Marcus Thoss, Reinhold Kröger, Andreas Roth:
Performance-aware design and optimization of enterprise applications. CNSM 2010: 306-309 - 2008
- [c3]Andreas Roth, Reiner Doluschitz:
Regional Assessment of Sustainable Agricultural Cropping Systems in the North China Plain - Data Requirements and Computational Approaches. ICNC (7) 2008: 434-436 - 2006
- [c2]Andreas Roth, Stefan Scheidl:
End-User Development for Enterprise Resource Planning Systems. GI Jahrestagung (1) 2006: 596-599 - 2001
- [c1]Martin Wawro, Andreas Roth:
In vivo quantification and densitometry of the MCP joint tissue on patients with rheumatoid arthritis. CARS 2001: 1168-1169
Informal and Other Publications
- 2024
- [i8]Andreas Roth:
Simplifying the Theory on Over-Smoothing. CoRR abs/2407.11876 (2024) - [i7]Andreas Roth, Franka Bause, Nils M. Kriege, Thomas Liebig:
Preventing Representational Rank Collapse in MPNNs by Splitting the Computational Graph. CoRR abs/2409.11504 (2024) - 2023
- [i6]Cedric Sanders, Andreas Roth, Thomas Liebig:
Curvature-based Pooling within Graph Neural Networks. CoRR abs/2308.16516 (2023) - [i5]Andreas Roth, Thomas Liebig:
Rank Collapse Causes Over-Smoothing and Over-Correlation in Graph Neural Networks. CoRR abs/2308.16800 (2023) - [i4]Andreas Roth, Thomas Liebig:
Distilling Influences to Mitigate Prediction Churn in Graph Neural Networks. CoRR abs/2310.00946 (2023) - 2022
- [i3]Andreas Roth, Thomas Liebig:
Transforming PageRank into an Infinite-Depth Graph Neural Network. CoRR abs/2207.00684 (2022) - [i2]Andreas Roth, Thomas Liebig:
Forecasting Unobserved Node States with spatio-temporal Graph Neural Networks. CoRR abs/2211.11596 (2022) - 2020
- [i1]Lukas Faber, Sandro Luck, Damian Pascual, Andreas Roth, Gino Brunner, Roger Wattenhofer:
Medley2K: A Dataset of Medley Transitions. CoRR abs/2008.11159 (2020)
Coauthor Index
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