Sebastian Gruber

Affiliations:

German Cancer Research Center (DKFZ), Germany German Cancer Consortium (DKTK), Frankfurt, Germany
Goethe University Frankfurt, Germany

According to our database¹, Sebastian Gruber authored at least 7 papers between 2021 and 2023.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

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On csauthors.net:

Bibliography

2023

Consistent and Asymptotically Unbiased Estimation of Proper Calibration Errors.

[BibT_eX]

[DOI]

CoRR, 2023

A Bias-Variance-Covariance Decomposition of Kernel Scores for Generative Models.

[BibT_eX]

[DOI]

Sebastian G. Gruber

Florian Büttner

CoRR, 2023

Application-driven Validation of Posteriors in Inverse Problems.

[BibT_eX]

[DOI]

Tim J. Adler

Jan-Hinrich Nölke

Annika Reinke

Minu Dietlinde Tizabi

CoRR, 2023

Uncertainty Estimates of Predictions via a General Bias-Variance Decomposition.

[BibT_eX]

[DOI]

Sebastian Gruber

Florian Buettner

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

Trustworthy Deep Learning via Proper Calibration Errors: A Unifying Approach for Quantifying the Reliability of Predictive Uncertainty.

[BibT_eX]

[DOI]

Sebastian G. Gruber

Florian Buettner

CoRR, 2022

Better Uncertainty Calibration via Proper Scores for Classification and Beyond.

[BibT_eX]

[DOI]

Sebastian G. Gruber

Florian Buettner

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Post-Hoc Uncertainty Calibration for Domain Drift Scenarios.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Sebastian Gruber

Timeline

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On csauthors.net:

Bibliography

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