AISafety/SafeRL@IJCAI

Publications

2023

Prajit T. Rajendran, Huáscar Espinoza, Agnès Delaborde, Chokri Mraidha
Unsupervised Unknown Unknown Detection in Active Learning. AISafety/SafeRL@IJCAI (2023)
Shuang Ao, Stefan Rueger, Advaith Siddharthan
Empirical Optimal Risk to Quantify Model Trustworthiness for Failure Detection. AISafety/SafeRL@IJCAI (2023)
Amany Alshareef, Nicolas Berthier, Sven Schewe, Xiaowei Huang
Weight-based Semantic Testing Approach for Deep Neural Networks. AISafety/SafeRL@IJCAI (2023)
Diego Calanzone, Andrea Coppari, Riccardo Tedoldi, Giulia Olivato, Carlo Casonato
An open source perspective on AI and alignment with the EU AI Act. AISafety/SafeRL@IJCAI (2023)
Haritz Odriozola-Olalde, Nestor Arana-Arexolaleiba, Maider Zamalloa, Jon Pérez-Cerrolaza, Jokin Arozamena-Rodríguez
Fear Field: Adaptive constraints for safe environment transitions in Shielded Reinforcement Learning. AISafety/SafeRL@IJCAI (2023)
Xiao Yang, Gaolei Li, Chaofeng Zhang, Meng Han, Wu Yang
PerCBA: Persistent Clean-label Backdoor Attacks on Semi-Supervised Graph Node Classification. AISafety/SafeRL@IJCAI (2023)
Chen Li, Hao Wang, Jinzhe Jiang, Xin Zhang, Yaqian Zhao, Weifeng Gong
Distribution-restrained Softmax Loss for the Model Robustness. AISafety/SafeRL@IJCAI (2023)
Iwo Kurzidem, Simon Burton, Philipp Schleiss
AI for Safety: How to use Explainable Machine Learning Approaches for Safety Analyses. AISafety/SafeRL@IJCAI (2023)
Ruoqi Zhang, Jens Sjölund
Risk-sensitive Actor-free Policy via Convex Optimisation. AISafety/SafeRL@IJCAI (2023)
Nicola Franco, Daniel Korth, Jeanette Miriam Lorenz, Karsten Roscher, Stephan Günnemann
Diffusion Denoised Smoothing for Certified and Adversarial Robust Out Of Distribution. AISafety/SafeRL@IJCAI (2023)

volume 3505, 2023

Proceedings of the IJCAI-23 Joint Workshop on Artificial Intelligence Safety and Safe Reinforcement Learning (AISafety-SafeRL 2023) co-located with the 32nd International Joint Conference on Artificial Intelligence(IJCAI2023), Macau, China, August 21-22, 2023. AISafety/SafeRL@IJCAI 3505 (2023)