Christoph Kern

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 31

Top Topics

Design Decisions

Web Development

Social Sciences

Wavelet Based Denoising

Top Venues

Publications

Christoph Kern
Developer Ecosystems for Software Safety. Commun. ACM 67 (6) (2024)
Christoph Kern
Developer Ecosystems for Software Safety: Continuous assurance at scale. ACM Queue 22 (1) (2024)
Jan Simson, Florian Pfisterer, Christoph Kern
One Model Many Scores: Using Multiverse Analysis to Prevent Fairness Hacking and Evaluate the Influence of Model Design Decisions. FAccT (2024)
Jan Simson, Alessandro Fabris, Christoph Kern
Lazy Data Practices Harm Fairness Research. FAccT (2024)
Patrick Oliver Schenk, Christoph Kern
Connecting Algorithmic Fairness to Quality Dimensions in Machine Learning in Official Statistics and Survey Production. CoRR (2024)
Sofia Jaime, Christoph Kern
Ethnic Classifications in Algorithmic Fairness: Concepts, Measures and Implications in Practice. FAccT (2024)
Unai Fischer Abaigar, Christoph Kern, Frauke Kreuter
The Missing Link: Allocation Performance in Causal Machine Learning. CoRR (2024)
Christoph Kern, Michael Kim, Angela Zhou
Multi-CATE: Multi-Accurate Conditional Average Treatment Effect Estimation Robust to Unknown Covariate Shifts. CoRR (2024)
Thomas Depian, Alexander Dobler, Christoph Kern, Jules Wulms
Minimizing Corners in Colored Rectilinear Grids. WALCOM (2024)
Jan Simson, Alessandro Fabris, Christoph Kern
Lazy Data Practices Harm Fairness Research. CoRR (2024)
Jan Simson, Florian Pfisterer, Christoph Kern
What If? Using Multiverse Analysis to Evaluate the Influence of Model Design Decisions on Algorithmic Fairness. EWAF (2023)
Thomas Depian, Alexander Dobler, Christoph Kern, Jules Wulms
Minimizing Corners in Colored Rectilinear Grids. CoRR (2023)
Thomas Depian, Christoph Kern, Sebastian Röder, Soeren Terziadis, Markus Wallinger
Network Navigation with Online Delays is PSPACE-complete. CoRR (2023)
Jan Simson, Florian Pfisterer, Christoph Kern
Everything, Everywhere All in One Evaluation: Using Multiverse Analysis to Evaluate the Influence of Model Design Decisions on Algorithmic Fairness. CoRR (2023)
Christoph Kern, Ruben L. Bach, Hannah Mautner, Frauke Kreuter
When Small Decisions Have Big Impact: Fairness Implications of Algorithmic Profiling Schemes. EWAF (2023)
Sofia Jaime, Christoph Kern
Ethnic Classifications in Algorithmic Decision-Making Processes. EWAF (2023)
Christoph Kern, Stephanie Eckman, Jacob Beck, Rob Chew, Bolei Ma, Frauke Kreuter
Annotation Sensitivity: Training Data Collection Methods Affect Model Performance. EMNLP (Findings) (2023)
Jan Simson, Florian Pfisterer, Christoph Kern
Using Multiverse Analysis to Evaluate the Influence of Model Design Decisions on Algorithmic Fairness. HHAI (2023)
Unai Fischer Abaigar, Christoph Kern, Noam Barda, Frauke Kreuter
Bridging the Gap: Towards an Expanded Toolkit for ML-Supported Decision-Making in the Public Sector. CoRR (2023)
Christoph Kern, Stephanie Eckman, Jacob Beck, Rob Chew, Bolei Ma, Frauke Kreuter
Annotation Sensitivity: Training Data Collection Methods Affect Model Performance. CoRR (2023)
Frederic Gerdon, Ruben L. Bach, Christoph Kern, Frauke Kreuter
Social impacts of algorithmic decision-making: A research agenda for the social sciences. Big Data Soc. 9 (1) (2022)
Christoph Kern, Frederic Gerdon, Ruben L. Bach, Florian Keusch, Frauke Kreuter
Humans versus machines: Who is perceived to decide fairer? Experimental evidence on attitudes toward automated decision-making. Patterns 3 (10) (2022)
Patrick Kaiser, Christoph Kern, David Rügamer
Uncertainty-aware predictive modeling for fair data-driven decisions. CoRR (2022)
Matthias Kuppler, Christoph Kern, Ruben L. Bach, Frauke Kreuter
Distributive Justice and Fairness Metrics in Automated Decision-making: How Much Overlap Is There? CoRR (2021)
Pei Wang, Julian Bangert, Christoph Kern
If It's Not Secure, It Should Not Compile: Preventing DOM-Based XSS in Large-Scale Web Development with API Hardening. ICSE (2021)
Christoph Kern, Ruben L. Bach, Hannah Mautner, Frauke Kreuter
Fairness in Algorithmic Profiling: A German Case Study. CoRR (2021)
Florian Pfisterer, Christoph Kern, Susanne Dandl, Matthew Sun, Michael Kim, Bernd Bischl
mcboost: Multi-Calibration Boosting for R. J. Open Source Softw. 6 (64) (2021)
Christoph Kern, Bernd Weiss, Jan-Philipp Kolb
A Longitudinal Framework for Predicting Nonresponse in Panel Surveys. CoRR (2019)
Ilja Manakov, Markus Rohm, Christoph Kern, Benedikt Schworm, Karsten Kortuem, Volker Tresp
Noise as Domain Shift: Denoising Medical Images by Unpaired Image Translation. CoRR (2019)
Ilja Manakov, Markus Rohm, Christoph Kern, Benedikt Schworm, Karsten Kortuem, Volker Tresp
Noise as Domain Shift: Denoising Medical Images by Unpaired Image Translation. DART/MIL3ID@MICCAI (2019)
Christoph Kern
, 146. Remote. Sens. 9 (6) (2017)
Christoph Kern
Securing the tangled web. Commun. ACM 57 (9) (2014)
Christoph Kern, Tarik Ono-Tesfaye, Mark R. Greenstreet
A light-weight framework for hardware verification. Int. J. Softw. Tools Technol. Transf. 3 (3) (2001)
Christoph Kern, Tarik Ono-Tesfaye, Mark R. Greenstreet
A Light-Weight Framework for Hardware Verification. TACAS (1999)
Christoph Kern, Mark R. Greenstreet
Formal verification in hardware design: a survey. ACM Trans. Design Autom. Electr. Syst. 4 (2) (1999)
Tarik Ono-Tesfaye, Christoph Kern, Mark R. Greenstreet
Verifying a Self-Timed Divider. ASYNC (1998)
Manfred Mittler, Christoph Kern
Discrete-Time Approximation of the Machine Interference Problem with Generally Distributed Failure, Repair, and Walking Times. Eur. J. Control 3 (4) (1997)