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Application of convex hull analysis for the evaluation of data heterogeneity between patient populations of different origin and implications of hospital bias in downstream machine-learning-based data processing: A comparison of 4 critical-care patient datasets
Konstantin Sharafutdinov, Jayesh Sudhir Bhat, Sebastian Johannes Fritsch, Kateryna Nikulina, Moein E. Samadi, Richard Polzin, +4 more
12citations -
Quantum Log-Determinant Methods for Torsion-Sensitive Topological Data Analysis2026 arXiv (Cornell University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access
Dimitrios Thanos, Caesnan Leditto, Adam Wesołowski, Andreea-Iulia Lefterovici, Mahtab Yaghubi Rad
0citations -
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 -
XYZ Ruby Code: Making a Case for a Three-Colored Graphical Calculus for Quantum Error Correction in Spacetime2025 RWTH Publications (RWTH Aachen) article Computer Science Quantum Computing Algorithms and Architecture Open access
Julio C. Magdalena de la Fuente, Josias Old, Alex Townsend-Teague, Manuel Rispler, Jens Eisert, Markus Müller
0citations -
A Visual Analysis of Hazardous Events in Contract Risk Management2023 International Conference on Data Science, Technology and Applications (DATA) conference-paper Computer Science Semantic Web and Ontologies Open access
Georgios Stathis, Athanasios Trantas, H.J. van den Herik, Bart H. M. Custers
3citations