Prof. Kevin Bauer

Programmbereich:

Financial Intermediation, Experiment Center

Position:

External Researcher, Research Affiliate

Institution:

University of Mannheim

Forschungsschwerpunkt (e):

Human-centric machine learning, Economics of artificial intelligence, Opinion formation in the context of political and social identities

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Selected Publications

Forscher/innen	Titel	Programmbereich	Publiziert
Kevin Bauer, Oliver Hinz, Christof Weinhardt, Wil van der Aalst	Expl(AI)n It to Me – Explainable AI and Information Systems Research Business & Information Systems Engineering	Financial Intermediation, Experiment Center	2021

SAFE Working Papers

Nr.	Forscher/innen	Titel	Programmbereich
287	Benjamin M. Abdel-Karim, Kevin Bauer, Oliver Hinz, Michael Kosfeld, Nicolas Winfried Pfeuffer	The Economic Consequences of Algorithmic Discrimination: Theory and Empirical Evidence	Financial Intermediation, Experiment Center
281	Kevin Bauer	How did we do? The Impact of Relative Performance Feedback on Intergroup Hostilities	Financial Intermediation
313	Kevin Bauer, Andrej Gill	Mirror, Mirror on the Wall: Machine Predictions and Self-Fulfilling Prophecies	Financial Intermediation, Experiment Center
315	Kevin Bauer, Oliver Hinz, Moritz von Zahn	Expl(AI)ned: The Impact of Explainable Artificial Intelligence on Users' Information Processing	Financial Intermediation, Experiment Center
318	Kevin Bauer, Michael Kosfeld, Ferdinand von Siemens	Incentives, Self-Selection, and Coordination of Motivated Agents for the Production of Social Goods	Financial Intermediation, Experiment Center
114	Kevin Bauer, Nicole Branger, Christian Schlag, Lue Wu	"Nobody is Perfect": Asset Pricing and Long-Run Survival When Heterogeneous Investors Exhibit Different Kinds of Filtering Errors	Financial Markets
363	Kevin Bauer, Oliver Hinz, Johanna Jagow, Cristina Mihale-Wilson, Max Speicher, Moritz von Zahn	The Smart Green Nudge: Reducing Product Returns through Enriched Digital Footprints & Causal Machine Learning	Financial Intermediation, Experiment Center
370	Benjamin M. Abdel-Karim, Kevin Bauer, Oliver Hinz, Michael Nofer	The Effects of Discontinuing Machine Learning Decision Support	Financial Intermediation, Experiment Center

SAFE Policy Publications

Forscher/innen	Titel	Publiziert
Kevin Bauer, Oliver Hinz, Patrick Weber	KI in der Finanzbranche: Im Spannungsfeld zwischen technologischer Innovation und regulatorischer Anforderung White Paper No. 80	2021

Ongoing Projects

Forscher/innen	Projekt	Finanziert von	Status	Projektdauer	Publication Count
Kevin Bauer, Oliver Hinz	Digitalization of the Financial System	SAFE	Fortlaufend	2020	1
Kevin Bauer, Yan Chen, Florian Hett, Michael Kosfeld	Social Identity Bias in Information Processing and Information Demand	SAFE	Fortlaufend	2020	1
Kevin Bauer, Florian Hett	In or Out? In-Group Bias in Diverse Social Environments	SAFE	Fortlaufend	2018	1
Kevin Bauer, Andrej Gill	Mirror, Mirror in the Wall: Algorithmic Assessments and Self-Fulfilling Prophecies	SAFE	Fortlaufend	2020	1
Kevin Bauer, Evgeniya Chabanova, Florian Hett	Identity as an Excuse: Opportunistic Identity Management in Labor Markets	SAFE	Fortlaufend	2022	1
Kevin Bauer, Victor Klockmann, Jan Zacharias, Alicia von Schenk	Decentralized Feature Selection: Analysis of User Involvement in the Feature Selection Process of Machine Learning-based Systems	SAFE	Fortlaufend	2022	1

Completed Projects

Forscher/innen	Projekt	Finanziert von	Status	Projektdauer	Publication Count
Kevin Bauer, Moritz von Zahn	(Tho)roughly Explained: The Impact of Algorithmic Transparency on Beliefs and Human Decision Making	SAFE	Beendet	2020	1

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