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Shuang Ao

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Publications

Two Sides of Miscalibration: Identifying Over and Under-Confidence Prediction for Network Calibration (2023-07-31)
Ao, Shuang; Rüger, Stefan and Siddharthan, Advaith
In : Proceedings of the Thirty-Ninth Conference on Uncertainty in Artificial Intelligence (31 Jul - 4 Aug 2023, Pittsburgh, PA, USA) (pp. 77-87)


Building Safe and Reliable AI systems for Safety Critical Tasks with Vision-Language Processing (2023)
Ao, Shuang
In : ECIR 2023 (2-6 Apr 2023, Dublin, Ireland)


Empirical Optimal Risk to Quantify Model Trustworthiness for Failure Detection (2023)
Ao, Shuang; Rüger, Stefan and Siddharthan, Advaith
In : 2023 IJCAI Joint Workshop on Artificial Intelligence Safety and Safe Reinforcement Learning, AISafety-SafeRL (21-22 Aug 2023, Macau, China)


Confidence-Aware Calibration and Scoring Functions for Curriculum Learning (2022-11)
Ao, Shuang; Rüger, Stefan and Siddharthan, Advaith
In : 2022 15th International Conference on Machine Vision. (18-20 Nov 2022, Rome, Italy)


AI in safety-critical tasks: To trust or not to trust, that is a question (2022)
Ao, Shuang
Postgraduate Research Poster Competition, The Open University