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Smaller generalization error derived for a deep residual neural network compared with shallow networks2022 IMA Journal of Numerical Analysis article Computer Science Stochastic Gradient Optimization Techniques Open access
Aku Kammonen, Jonas Kiessling, Petr Plecháč, Mattias Sandberg, Anders Szepessy, Raul F. Tempone
4citations -
Uncovering hidden systematics in neural network models for high energy physics2026 Journal of Physics G Nuclear and Particle Physics article Physics and Astronomy Particle physics theoretical and experimental studies Open access
Lucie Flek, Timo Saala, Alexander Schmidt, M. Schott, Philipp Soldin, Christopher H. Wiebusch, +1 more
1citations -
Haloturbation in the northern Atacama Desert revealed by a hidden subsurface network of calcium sulfate wedges2025 Earth Surface Dynamics article Earth and Planetary Sciences Climate change and permafrost Open access
Aline Zinelabedin, Joel Mohren, Maria Wierzbicka‐Wieczorek, Tibor Janos Dunai, Stefan G. Heinze, Benedikt Ritter
9citations -
Supplementary material to "Haloturbation in the northern Atacama Desert revealed by a hidden subsurface network of calcium sulphate wedges"2024 supplementary-materials Environmental Science Groundwater flow and contamination studies Open access
Aline Zinelabedin, Joel Mohren, Maria Wierzbicka‐Wieczorek, Tibor Janos Dunai, Stefan G. Heinze, Benedikt Ritter
0citations -
Hidden Variables in Deep Learning Digital Pathology and Their Potential to Cause Batch Effects: Prediction Model Study2021 Journal of Medical Internet Research article Computer Science AI in cancer detection Open access
Max Schmitt, Roman Christoph Maron, Achim Hekler, Albrecht Stenzinger, Axel Hauschild, Michael Weichenthal, +11 more
64citations -
Simulating systematic bias in attributed social networks and its effect on rankings of minority nodes2021 Applied Network Science article Physics and Astronomy Complex Network Analysis Techniques Open access
Leonie Neuhäuser, Felix I. Stamm, Florian Lemmerich, Michael T. Schaub, Markus Strohmaier
4citations -
Partially-Blind Single-Qubit Classification over a Prototype Hybrid Quantum Network2026 arXiv (Cornell University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access
Matteo Pasini, Tzula B. Propp, Janice van Dam, Garazi Muguruza, Alexandre Wanick, Hugues de Riedmatten, +1 more
2citations