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Disambiguation of "Bungert, Leon"

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Identifying untrustworthy predictions in neural networks by geometric gradient analysis

, , , , , , , and . Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, volume 161 of Proceedings of Machine Learning Research, page 854--864. PMLR, (27--30 Jul 2021)

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Martina Bungert

Hartwin Bungert

Karl Bungert

Michael Bungert

Michael Bungert

 

Other publications of authors with the same name

Eigenvalue problems in $L^ınfty$: optimality conditions, duality, and relations with optimal transport, and . Communications of the American Mathematical Society, 2 (8): 345–373 (October 2022)Nonlinear power method for computing eigenvectors of proximal operators and neural networks, , , and . SIAM Journal on Imaging Sciences, 14 (3): 1114--1148 (2021)Uniform convergence rates for Lipschitz learning on graphs, , and . IMA Journal of Numerical Analysis, 43 (4): 2445-2495 (2023)Improving Robustness against Real-World and Worst-Case Distribution Shifts through Decision Region Quantification., , , , , , , and . ICML, volume 162 of Proceedings of Machine Learning Research, page 19434-19449. PMLR, (2022)Ratio convergence rates for Euclidean first-passage percolation: Applications to the graph infinity Laplacian, , and . Annals of Applied Probability, (2024)in press.Gamma-convergence of a nonlocal perimeter arising in adversarial machine learning, and . (2022)Polarized consensus-based dynamics for optimization and sampling, , and . (2022)Localization of Passive 3-D Coils as an Inverse Problem: Theoretical Analysis and a Numerical Method, , , , and . IEEE Transactions on Magnetics, 56 (4): 1--10 (2020)A Bregman Learning Framework for Sparse Neural Networks., , , and . J. Mach. Learn. Res., (2022)A Discontinuous Galerkin Method for the Subjective Surfaces Problem., , and . J. Math. Imaging Vis., 58 (1): 147-161 (2017)