Pascal Gerber
According to our database1,
Pascal Gerber
authored at least 6 papers
between 2019 and 2023.
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Bibliography
2023
Conformal Prediction and Uncertainty Wrapper: What Statistical Guarantees Can You Get for Uncertainty Quantification in Machine Learning?
Proceedings of the Computer Safety, Reliability, and Security. SAFECOMP 2023 Workshops, 2023
Operationalizing Assurance Cases for Data Scientists: A Showcase of Concepts and Tooling in the Context of Test Data Quality for Machine Learning.
Proceedings of the Product-Focused Software Process Improvement, 2023
Timeseries-aware Uncertainty Wrappers for Uncertainty Quantification of Information-Fusion-Enhanced AI Models based on Machine Learning.
Proceedings of the 53rd Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2023
2022
Engineering Dynamic Risk and Capability Models to Improve Cooperation Efficiency Between Human Workers and Autonomous Mobile Robots in Shared Spaces.
Proceedings of the Model-Based Safety and Assessment - 8th International Symposium, 2022
A Study on Mitigating Hard Boundaries of Decision-Tree-based Uncertainty Estimates for AI Models.
Proceedings of the Workshop on Artificial Intelligence Safety 2022 (SafeAI 2022) co-located with the Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI2022), 2022
2019
Hardening of Artificial Neural Networks for Use in Safety-Critical Applications - A Mapping Study.
CoRR, 2019