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David Boetius
David Boetius
在 uni-konstanz.de 的电子邮件经过验证 - 首页
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SpecRepair: Counter-Example Guided Safety Repair of Deep Neural Networks
F Bauer-Marquart, D Boetius, S Leue, C Schilling
International Symposium on Model Checking Software, 79-96, 2022
52022
A robust optimisation perspective on counterexample-guided repair of neural networks
D Boetius, S Leue, T Sutter
International Conference on Machine Learning, 2712-2737, 2023
22023
Probabilistic Verification of Neural Networks using Branch and Bound
D Boetius, S Leue, T Sutter
arXiv preprint arXiv:2405.17556, 2024
2024
Counterexample-Guided Repair of Reinforcement Learning Systems Using Safety Critics
D Boetius, S Leue
arXiv preprint arXiv:2405.15430, 2024
2024
Verifying Global Neural Network Specifications using Hyperproperties
D Boetius, S Leue
arXiv preprint arXiv:2306.12495, 2023
2023
Neural Network Repair: Global Specifications and Theoretical Endeavours
D Boetius
Universität Konstanz, 2023
2023
SpecRepair: Counter-Example Guided Safety Repair of Deep Neural Networks
D Boetius, S Leue, C Schilling
Model Checking Software: 28th International Symposium, SPIN 2022, Virtual …, 2022
2022
Neural Network Repair Using Constrained Optimisation
D Boetius
Universität Konstanz, 2021
2021
SpecAttack: Specification-Based Adversarial Training for Deep Neural Networks
F Bauer-Marquart, D Boetius, S Leue, C Schilling
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