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2020 – today
- 2024
[c6]Maximilian Schlüter
, Bernhard Steffen:
Affinitree: A Compositional Framework for Formal Analysis and Explanation of Deep Neural Networks. TAP 2024: 148-167- 2023
- [j5]Alnis Murtovi, Alexander Bainczyk, Gerrit Nolte, Maximilian Schlüter, Bernhard Steffen:
Forest GUMP: a tool for verification and explanation. Int. J. Softw. Tools Technol. Transf. 25(3): 287-299 (2023) - [j4]Maximilian Schlüter, Gerrit Nolte, Alnis Murtovi, Bernhard Steffen:
Towards rigorous understanding of neural networks via semantics-preserving transformations. Int. J. Softw. Tools Technol. Transf. 25(3): 301-327 (2023) - [j3]Gerrit Nolte, Maximilian Schlüter, Alnis Murtovi, Bernhard Steffen:
The power of typed affine decision structures: a case study. Int. J. Softw. Tools Technol. Transf. 25(3): 355-374 (2023) - [c5]Barnaby Crook, Maximilian Schlüter, Timo Speith:
Revisiting the Performance-Explainability Trade-Off in Explainable Artificial Intelligence (XAI). REW 2023: 316-324 - [i3]Maximilian Schlüter, Gerrit Nolte, Alnis Murtovi, Bernhard Steffen:
Towards Rigorous Understanding of Neural Networks via Semantics-preserving Transformations. CoRR abs/2301.08013 (2023) - [i2]Gerrit Nolte, Maximilian Schlüter, Alnis Murtovi, Bernhard Steffen:
The Power of Typed Affine Decision Structures: A Case Study. CoRR abs/2304.14888 (2023) - [i1]Barnaby Crook, Maximilian Schlüter, Timo Speith:
Revisiting the Performance-Explainability Trade-Off in Explainable Artificial Intelligence (XAI). CoRR abs/2307.14239 (2023) - 2022
- [j2]Maximilian Schlüter, Gerrit Nolte:
Introduction to Symbolic Execution of Neural Networks - Towards Faithful and Explainable Surrogate Models. Electron. Commun. Eur. Assoc. Softw. Sci. Technol. 82 (2022) - [c4]Kim G. Larsen, Axel Legay, Gerrit Nolte, Maximilian Schlüter, Mariëlle Stoelinga, Bernhard Steffen:
Formal Methods Meet Machine Learning (F3ML). ISoLA (3) 2022: 393-405 - 2020
- [j1]Marc Jasper, Maximilian Schlüter, Bernhard Steffen:
Characteristic invariants in Hennessy-Milner logic. Acta Informatica 57(3-5): 671-687 (2020) - [c3]Marc Jasper, Maximilian Schlüter, David Schmidt, Bernhard Steffen:
Every Component Matters: Generating Parallel Verification Benchmarks with Hardness Guarantees. ISoLA (4) 2020: 242-263
2010 – 2019
- 2019
- [c2]Marc Jasper, Malte Mues, Alnis Murtovi, Maximilian Schlüter, Falk Howar, Bernhard Steffen, Markus Schordan, Dennis Hendriks, Ramon R. H. Schiffelers, Harco Kuppens, Frits W. Vaandrager:
RERS 2019: Combining Synthesis with Real-World Models. TACAS (3) 2019: 101-115 - 2018
- [c1]Marc Jasper, Malte Mues, Maximilian Schlüter, Bernhard Steffen, Falk Howar:
RERS 2018: CTL, LTL, and Reachability. ISoLA (2) 2018: 433-447
Coauthor Index
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