Weitere Publikationen aus diesem Projekt

Ruben L. Bach
2024
Book Review: Applied Statistical Learning—With Case Studies in Stata
S. 854–855
mehr
Daria Szafran, Ruben L. Bach
2024
“The Human Must Remain the Central Focus”: Subjective Fairness Perceptions in Automated Decision-Making
S. 1-37
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Frederic Gerdon, Leah von der Heyde, Frauke Kreuter
2023
Using survey experiments to longitudinally study privacy as contextual integrity
Milan
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Ruben L. Bach, Christoph Kern, Hannah Mautner, Frauke Kreuter
2023
The impact of modeling decisions in statistical profiling
S. (article-no. e32), pp. 1-19
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Christoph Kern, Frederic Gerdon, Ruben L. Bach, Florian Keusch, Frauke Kreuter
2023
Humans vs. Machines: Who is Perceived to Decide Fairer? An Experiment about Citizens’ Attitudes
Munich
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Ruben L. Bach, Henning Silber, Matthias Schonlau, Jette Schröder, Frederic Gerdon, Florian Keusch
2023
To share or not to share – Using open-ended survey questions to understand data sharing decisions
Milan
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Frederic Gerdon, Daria Szafran, Jakob Kappenberger, Ruben L. Bach, Christoph Kern
2023
Using survey experiments and agent-based modeling to simulate mobility behavior in smart cities
Milan
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Frederic Gerdon, Ruben L. Bach, Christoph Kern, Frauke Kreuter
2022
Social impacts of algorithmic decision-making: A research agenda for the social sciences
S. 1-13 (e-only)
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Jakob Kappenberger, Kilian Theil, Heiner Stuckenschmidt
2022
Evaluating the Impact of AI-Based Priced Parking with Social Simulation
S. 54-75
Cham
Springer
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Paul C. Bauer, Frederic Gerdon, Florian Keusch, Frauke Kreuter, David Vannette
2022
Did the GDPR Increase Trust in Data Collectors? Evidence from Observational and Experimental Data
S. 2101-2121
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Patrick Kaiser, Christoph Kern, David Rügamer
2022
Uncertainty-aware predictive modeling for fair data-driven decisions
S. 11
Ithaca, NY
Cornell University
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Florian Keusch, Frauke Kreuter
2022
Digital trace data. Modes of data collection, applications, and errors at a glance
S. 100-118
London
Routledge
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Matthias Kuppler, Christoph Kern, Ruben L. Bach, Frauke Kreuter
2022
From fair predictions to just decisions? Conceptualizing algorithmic fairness and distributive justice in the context of data-driven decision-making
S. (article no. 883999), pp. 1-18
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Christoph Kern, Ruben L. Bach, Hannah Mautner, Frauke Kreuter
2021
Fairness in Algorithmic Profiling: A German Case Study
S. 33
Ithaca, NY
Cornell University
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Matthias Kuppler, Christoph Kern, Ruben L. Bach, Frauke Kreuter
2021
Distributive Justice and Fairness Metrics in Automated Decision-making: How Much Overlap Is There?
S. 22
Ithaca, NY
Cornell University
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Christoph Kern
2020
Machine Learning Interpretation Tools
S. 1-12 (e-only)
London
SAGE
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Frauke Kreuter
2019
Analyzing Administrative Data with Privacy Protection in Place
Berkeley
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Frauke Kreuter
2019
Will Differential Privacy Transform Social Science
Frankfurt
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Frauke Kreuter, Rayid Ghani, Julia Lane
2019
Change Through Data: A Data Analytics Training Program for Government Employees
S. (e-only)
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Frauke Kreuter
2019
The Social Survey Statistician's Perspective on (Differential)
Berkeley
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