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Stefanie Mohr
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DeepAbstract: neural network abstraction for accelerating verification
P Ashok, V Hashemi, J Křetínský, S Mohr
International Symposium on Automated Technology for Verification and …, 2020
692020
Gaussian-based runtime detection of out-of-distribution inputs for neural networks
V Hashemi, J Křetínský, S Mohr, E Seferis
International Conference on Runtime Verification, 254-264, 2021
182021
Stochastic games with lexicographic objectives
K Chatterjee, JP Katoen, S Mohr, M Weininger, T Winkler
Formal methods in system design 63 (1), 40-80, 2024
122024
Predicting stream water temperature with artificial neural networks based on open‐access data
K Drainas, L Kaule, S Mohr, B Uniyal, R Wild, J Geist
Hydrological Processes 37 (10), e14991, 2023
122023
Learning explainable and better performing representations of POMDP strategies
A Bork, D Chakraborty, K Grover, J Křetínský, S Mohr
International Conference on Tools and Algorithms for the Construction and …, 2024
82024
Assessment of neural networks for stream-water-temperature prediction
S Mohr, K Drainas, J Geist
2021 20th IEEE International Conference on Machine Learning and Applications …, 2021
62021
1–2–3–Go! Policy Synthesis for Parameterized Markov Decision Processes via Decision-Tree Learning and Generalization
M Azeem, D Chakraborty, S Kanav, J Křetínský, M Mohagheghi, S Mohr, ...
International Conference on Verification, Model Checking, and Abstract …, 2025
42025
Monitizer: automating design and evaluation of neural network monitors
M Azeem, M Grobelna, S Kanav, J Křetínský, S Mohr, S Rieder
International Conference on Computer Aided Verification, 265-279, 2024
42024
Syntactic vs semantic linear abstraction and refinement of neural networks
C Chau, J Křetínský, S Mohr
International Symposium on Automated Technology for Verification and …, 2023
42023
Risk-aware Markov Decision Processes Using Cumulative Prospect Theory
T Brihaye, K Chatterjee, S Mohr, M Weininger
arXiv preprint arXiv:2505.09514, 2025
12025
Safer AI via Exploiting the Structure of Learned Systems for Monitoring, Verification, Abstraction, Representations, and Explainability
S Mohr
Technische Universität München, 2025
2025
EDCC 2020
P Ashok, AA Nair, S Mohr, S Mohseni, H Khosrowjerdi, P Folkesson, ...
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Articles 1–12