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Sebastian G. Gruber
Sebastian G. Gruber
PhD Student, DKFZ
Verified email at dkfz.de
Title
Cited by
Cited by
Year
Post-hoc uncertainty calibration for domain drift scenarios
C Tomani, SG Gruber, ME Erdem, D Cremers, F Buettner
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
622021
Better Uncertainty Calibration via Proper Scores for Classification and Beyond
SG Gruber, F Buettner
Advances in Neural Information Processing Systems 35, 8618-8632, 2022
222022
Uncertainty Estimates of Predictions via a General Bias-Variance Decomposition
SG Gruber, F Buettner
International Conference on Artificial Intelligence and Statistics, 2023
42023
Consistent and Asymptotically Unbiased Estimation of Proper Calibration Errors
T Popordanoska, SG Gruber, A Tiulpin, F Buettner, MB Blaschko
International Conference on Artificial Intelligence and Statistics, 3466-3474, 2024
2024
A Bias-Variance-Covariance Decomposition of Kernel Scores for Generative Models
SG Gruber, F Buettner
arXiv preprint arXiv:2310.05833, 2023
2023
Post-processing output data of a classifier
F Buettner, SG Gruber
US Patent App. 17/347,645, 2021
2021
Data-free meta learning via knowledge distillation from multiple teachers
SG Gruber
2021
Visualization and replay memory database design for reinforcement learning in R
SG Gruber
2018
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Articles 1–8