Stefan Rueger

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 7

Top Topics

Failure Detection

Prediction Accuracy

Scoring Function

Confidence Level

Top Venues

AISafety/SafeRL@IJCAI

Ecol. Informatics

Publications

Shuang Ao, Stefan Rueger, Advaith Siddharthan
CSS: Contrastive Semantic Similarity for Uncertainty Quantification of LLMs. CoRR (2024)
Shuang Ao, Stefan Rueger, Advaith Siddharthan
Two Sides of Miscalibration: Identifying Over and Under-Confidence Prediction for Network Calibration. UAI (2023)
Shuang Ao, Stefan Rueger, Advaith Siddharthan
Empirical Optimal Risk to Quantify Model Trustworthiness for Failure Detection. CoRR (2023)
Shuang Ao, Stefan Rueger, Advaith Siddharthan
Confidence-Aware Calibration and Scoring Functions for Curriculum Learning. CoRR (2023)
Shuang Ao, Stefan Rueger, Advaith Siddharthan
Empirical Optimal Risk to Quantify Model Trustworthiness for Failure Detection. AISafety/SafeRL@IJCAI (2023)
Shuang Ao, Stefan Rueger, Advaith Siddharthan
Two Sides of Miscalibration: Identifying Over and Under-Confidence Prediction for Network Calibration. CoRR (2023)
Miklas Riechmann, Ross Gardiner, Kai Waddington, Ryan Rueger, Frederic Fol Leymarie, Stefan Rueger
Motion vectors and deep neural networks for video camera traps. Ecol. Informatics 69 (2022)