Research Interests
- Verification of neural networks
Publications
Title | Author(s) | Source |
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Optimized Symbolic Interval Propagation for Neural Network Verification | Philipp Kern, Marko Kleine Büning, and Carsten Sinz | 1st Workshop on Formal Verification of Machine Learning (WFVML 2022) colocated with ICML 2022: International Conference on Machine Learning |
Title | Author(s) | Source |
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Geometric Path Enumeration for Equivalence Verification of Neural Networks | Samuel Teuber, Marko Kleine Büning, Philipp Kern, and Carsten Sinz | 33rd IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2021) |
Title | Author(s) | Source |
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Verifying Equivalence Properties of Neural Networks with ReLU Activation Functions | Marko Kleine Büning, Philipp Kern, and Carsten Sinz | 26th International Conference on Principles and Practice of Constraint Programming (CP 2020) |