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Kevin Baum 0001

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affiliation: German Research Centre for Artificial Intelligence, Kaiserslautern, Germany
affiliation: Saarland University, Institute of Philosophy, Saarbrücken, Germany

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2020 – today

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2025
[j4]
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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. Minds Mach. 35(1): 1 (2025)
2024
[c11]
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Sarah Sterz, Kevin Baum, Sebastian Biewer, Holger Hermanns, Anne Lauber-Rönsberg, Philip Meinel, Markus Langer:
On the Quest for Effectiveness in Human Oversight: Interdisciplinary Perspectives. FAccT 2024: 2495-2507
[c10]
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Kevin Baum, Sebastian Biewer, Holger Hermanns, Sven Hetmank, Markus Langer, Anne Lauber-Rönsberg, Sarah Sterz:
Taming the AI Monster: Monitoring of Individual Fairness for Effective Human Oversight. SPIN 2024: 3-25
[i6]
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  - journals/corr/abs-2404-04059
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Sarah Sterz, Kevin Baum, Sebastian Biewer, Holger Hermanns, Anne Lauber-Rönsberg, Philip Meinel, Markus Langer:
On the Quest for Effectiveness in Human Oversight: Interdisciplinary Perspectives. CoRR abs/2404.04059 (2024)
[i5]
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  - journals/corr/abs-2407-03391
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Simon Ostermann, Kevin Baum, Christoph Endres, Julia Masloh, Patrick Schramowski:
Soft Begging: Modular and Efficient Shielding of LLMs against Prompt Injection and Jailbreaking based on Prompt Tuning. CoRR abs/2407.03391 (2024)
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  - journals/corr/abs-2409-15014
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Kevin Baum, Lisa Dargasz, Felix Jahn, Timo P. Gros, Verena Wolf:
Acting for the Right Reasons: Creating Reason-Sensitive Artificial Moral Agents. CoRR abs/2409.15014 (2024)
2023
[j3]
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Kevin Baum, Joanna Bryson, Frank Dignum, Virginia Dignum, Marko Grobelnik, Holger H. Hoos, Morten Irgens, Paul Lukowicz, Catelijne Muller, Francesca Rossi, John Shawe-Taylor, Andreas Theodorou, Ricardo Vinuesa:
From fear to action: AI governance and opportunities for all. Frontiers Comput. Sci. 5 (2023)
[c9]
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Deborah Baum, Kevin Baum, Timo P. Gros, Verena Wolf:
XAI Requirements in Smart Production Processes: A Case Study. xAI (1) 2023: 3-24
[i3]
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  - journals/corr/abs-2308-06186
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Sebastian Biewer, Kevin Baum, Sarah Sterz, Holger Hermanns, Sven Hetmank, Markus Langer, Anne Lauber-Rönsberg, Franz Lehr:
Software Doping Analysis for Human Oversight. CoRR abs/2308.06186 (2023)
2021
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Markus Langer, Daniel Oster, Timo Speith, Holger Hermanns, Lena Kästner, Eva Schmidt, Andreas Sesing, Kevin Baum:
What do we want from Explainable Artificial Intelligence (XAI)? - A stakeholder perspective on XAI and a conceptual model guiding interdisciplinary XAI research. Artif. Intell. 296: 103473 (2021)
[j1]
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Nadine Schlicker, Markus Langer, Sonja K. Ötting, Kevin Baum, Cornelius J. König, Dieter Wallach:
What to expect from opening up 'black boxes'? Comparing perceptions of justice between human and automated agents. Comput. Hum. Behav. 122: 106837 (2021)
[c8]
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Sarah Sterz, Kevin Baum, Anne Lauber-Rönsberg, Holger Hermanns:
Towards Perspicuity Requirements. RE Workshops 2021: 159-163
[c7]
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Markus Langer, Kevin Baum, Kathrin Hartmann, Stefan Hessel, Timo Speith, Jonas Wahl:
Explainability Auditing for Intelligent Systems: A Rationale for Multi-Disciplinary Perspectives. RE Workshops 2021: 164-168
[i2]
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  - journals/corr/abs-2102-07817
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Markus Langer, Daniel Oster, Timo Speith, Holger Hermanns, Lena Kästner, Eva Schmidt, Andreas Sesing, Kevin Baum:
What Do We Want From Explainable Artificial Intelligence (XAI)? - A Stakeholder Perspective on XAI and a Conceptual Model Guiding Interdisciplinary XAI Research. CoRR abs/2102.07817 (2021)
[i1]
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  - journals/corr/abs-2108-07711
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Markus Langer, Kevin Baum, Kathrin Hartmann, Stefan Hessel, Timo Speith, Jonas Wahl:
Explainability Auditing for Intelligent Systems: A Rationale for Multi-Disciplinary Perspectives. CoRR abs/2108.07711 (2021)

2010 – 2019

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2019
[c6]
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Maximilian A. Köhl, Kevin Baum, Markus Langer, Daniel Oster, Timo Speith, Dimitri Bohlender:
Explainability as a Non-Functional Requirement. RE 2019: 363-368
[c5]
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Kevin Baum, Nadine Kirsch, Kerstin Reese, Pascal Schmidt, Lukas Wachter, Verena Wolf:
Informatikunterricht in der Grundschule? - Erprobung und Auswertung eines Unterrichtsmoduls mit Calliope mini. INFOS 2019: 49-58
2018
[c4]
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Kevin Baum, Holger Hermanns, Timo Speith:
From Machine Ethics To Machine Explainability and Back. ISAIM 2018
[c3]
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  - journals/corr/abs-1901-00590
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Kevin Baum, Holger Hermanns, Timo Speith:
Towards a Framework Combining Machine Ethics and Machine Explainability. CREST@ETAPS 2018: 34-49
2016
[c2]
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Kevin Baum:
What the Hack Is Wrong with Software Doping? ISoLA (2) 2016: 633-647

2000 – 2009

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2001
[c1]
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  - conf/globecom/RamasubramanianB01
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Karthik Ramasubramanian, Kevin Baum:
An OFDM timing recovery scheme with inherent delay-spread estimation. GLOBECOM 2001: 3111-3115

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