Neuro-mechanistische Modellierung

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1. Joshua Meyer; Alexander Rath; Ömercan Yazici; Philipp Slusallek

   MARS: Multi-sample Allocation through Russian roulette and Splitting

   In: SIGGRAPH Asia 2024 Conference Papers. ACM SiggraphAsia (SigAsia-2024), December 3-6, Tokyo, Japan, SA '24 (SA '24), ISBN 9798400711312, Association for Computing Machinery, New York, NY, USA, 12/2024.

2. Bernd Finkbeiner; Felix Jahn; Julian Siber

   Counterfactual Explanations for MITL Violations

   In: Siddharth Barman; Slawomir Lasota (Hrsg.). 44th IARCS Annual Conference on Foundations of Software Technology and Theoretical Computer Science (FSTTCS 2024). IARCS Annual Conference on Foundations of Software Technology and Theoretical Computer Science (FSTTCS-2024), December 16-18, Pages 22:1-22:25, Leibniz International Proceedings in Informatics (LIPIcs), Vol. 323, ISBN 978-3-95977-355-3, Schloss Dagstuhl -- Leibniz-Zentrum für Informatik, Dagstuhl, Germany, 12/2024.

3. Deborah Baum; Kevin Baum; Sasha Zamani; Christian Bennoit; Dirk Werth

   Transparent Transparency Developing a Scheme for Understanding Transparency Requirements

   In: Bernhard Steffen (Hrsg.). Bridging the Gap Between AI and Reality - Second International Conference, Proceedings. International Conference on Bridging the Gap between AI and Reality (AiSoLA-2024), October 30 - November 3, Crete, Greece, Pages 55-73, Lecture Notes in Computer Science (LNCS), Vol. 15217, ISBN 978-3-031-75433-3, Springer, Cham, 12/2024.

4. Thorsten Helfer; Kevin Baum; Andreas Sesing-Wagenpfeil; Eva Schmidt; Markus Langer

   Responsible and Trusted AI: An Interdisciplinary Perspective

   In: Bernhard Steffen (Hrsg.). Bridging the Gap Between AI and Reality - Second International Conference, Proceedings. International Conference on Bridging the Gap between AI and Reality (AiSoLA-2024), October 30 - November 3, Crete, Greece, Pages 35-39, Lecture Notes in Computer Science (LNCS), Vol. 15217, ISBN 978-3-031-75433-3, Springer, Cham, 12/2024.

5. Markus Langer; Kevin Baum; Nadine Schlicker

   Effective Human Oversight of AI-Based Systems: A Signal Detection Perspective on the Detection of Inaccurate and Unfair Outputs

   In: Minds and Machines - Journal for Artificial Intelligence, Philosophy and Cognitive Science, Vol. 35, No. 1, Pages 1-30, Springer Nature, 11/2024.

6. Kevin Baum; Biewer Sebastian; Hermanns Holger; Hetmank Sven; Langer Markus; Lauber-Rönsberg Anne; Sterz Sarah

   Taming the AI Monster: Monitoring of Individual Fairness for Effective Human Oversight

   In: Thomas Neele; Anton Wijs (Hrsg.). Model Checking Software - 30th International Symposium - Proceedings. International Symposium on Model Checking Software (SPIN-2024), April 8-9, Luxembourg City, Luxembourg, Pages 3-25, Lecture Notes in Computer Science (LNCS), Vol. 14624, Springer Nature, Switzerland, 10/2024.

7. Kevin Baum; Lisa Dargasz; Felix Jahn; Timo P Gros; Verena Wolf

   Acting for the Right Reasons: Creating Reason-Sensitive Artificial Moral Agents

   In: ArXiv e-prints (arxiv), Vol. 1, Pages 1-10, arXiv, 9/2024.

8. Tristan Schneider; Matheus V. A. Pedrosa; Timo P. Gros; Verena Wolf; Kathrin Flaßkamp

   Motion Primitives as the Action Space of Deep Q-Learning for Planning in Autonomous Driving

   In: IEEE Transactions on Intelligent Transportation Systems, Vol. 25, No. 11, Pages 17852-17864, IEEE, 9/2024.

9. Michael Backenköhler; Joschka Groß; Verena Wolf; Andrea Volkamer

   Guided docking as a data generation approach facilitates structure-based machine learning on kinases

   In: Journal of Chemical Information and Modeling (JCIM), Vol. 64, No. 10, Pages 4009-4020, ACS Publications, Washington DC, 5/2024.

10. Sebastian Biewer; Kevin Baum; Sarah Sterz; Holger Hermanns; Sven Hetmank; Markus Langer; Anne Lauber-Rönsberg; Franz Lehr

    Software doping analysis for human oversight

    In: Formal Methods in System Design, Vol. 62, Pages 1-50, Springer, 4/2024.

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