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Christoph Kern
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2020 – today
- 2024
- [c10]Thomas Depian, Alexander Dobler, Christoph Kern, Jules Wulms:
Minimizing Corners in Colored Rectilinear Grids. WALCOM 2024: 134-148 - [i11]Patrick Oliver Schenk, Christoph Kern:
Connecting Algorithmic Fairness to Quality Dimensions in Machine Learning in Official Statistics and Survey Production. CoRR abs/2402.09328 (2024) - 2023
- [c9]Christoph Kern, Stephanie Eckman, Jacob Beck, Rob Chew, Bolei Ma, Frauke Kreuter:
Annotation Sensitivity: Training Data Collection Methods Affect Model Performance. EMNLP (Findings) 2023: 14874-14886 - [c8]Sofia Jaime, Christoph Kern:
Ethnic Classifications in Algorithmic Decision-Making Processes. EWAF 2023 - [c7]Christoph Kern, Ruben L. Bach, Hannah Mautner, Frauke Kreuter:
When Small Decisions Have Big Impact: Fairness Implications of Algorithmic Profiling Schemes. EWAF 2023 - [c6]Jan Simson, Florian Pfisterer, Christoph Kern:
What If? Using Multiverse Analysis to Evaluate the Influence of Model Design Decisions on Algorithmic Fairness. EWAF 2023 - [c5]Jan Simson, Florian Pfisterer, Christoph Kern:
Using Multiverse Analysis to Evaluate the Influence of Model Design Decisions on Algorithmic Fairness. HHAI 2023: 382-384 - [i10]Thomas Depian, Christoph Kern, Sebastian Röder, Soeren Terziadis, Markus Wallinger:
Network Navigation with Online Delays is PSPACE-complete. CoRR abs/2308.12265 (2023) - [i9]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 abs/2308.16681 (2023) - [i8]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 abs/2310.19091 (2023) - [i7]Thomas Depian, Alexander Dobler, Christoph Kern, Jules Wulms:
Minimizing Corners in Colored Rectilinear Grids. CoRR abs/2311.14134 (2023) - [i6]Christoph Kern, Stephanie Eckman, Jacob Beck, Rob Chew, Bolei Ma, Frauke Kreuter:
Annotation Sensitivity: Training Data Collection Methods Affect Model Performance. CoRR abs/2311.14212 (2023) - 2022
- [j8]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): 205395172210893 (2022) - [j7]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): 100591 (2022) - [i5]Patrick Kaiser, Christoph Kern, David Rügamer:
Uncertainty-aware predictive modeling for fair data-driven decisions. CoRR abs/2211.02730 (2022) - 2021
- [j6]Florian Pfisterer, Christoph Kern, Susanne Dandl, Matthew Sun, Michael Kim, Bernd Bischl:
mcboost: Multi-Calibration Boosting for R. J. Open Source Softw. 6(64): 3453 (2021) - [c4]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: 1360-1372 - [i4]Matthias Kuppler, Christoph Kern, Ruben L. Bach, Frauke Kreuter:
Distributive Justice and Fairness Metrics in Automated Decision-making: How Much Overlap Is There? CoRR abs/2105.01441 (2021) - [i3]Christoph Kern, Ruben L. Bach, Hannah Mautner, Frauke Kreuter:
Fairness in Algorithmic Profiling: A German Case Study. CoRR abs/2108.04134 (2021)
2010 – 2019
- 2019
- [c3]Ilja Manakov, Markus Rohm, Christoph Kern, Benedikt Schworm, Karsten U. Kortuem, Volker Tresp:
Noise as Domain Shift: Denoising Medical Images by Unpaired Image Translation. DART/MIL3ID@MICCAI 2019: 3-10 - [i2]Christoph Kern, Bernd Weiss, Jan-Philipp Kolb:
A Longitudinal Framework for Predicting Nonresponse in Panel Surveys. CoRR abs/1909.13361 (2019) - [i1]Ilja Manakov, Markus Rohm, Christoph Kern, Benedikt Schworm, Karsten U. Kortuem, Volker Tresp:
Noise as Domain Shift: Denoising Medical Images by Unpaired Image Translation. CoRR abs/1910.02702 (2019) - 2017
- [j5]Christoph Kern:
The Difficulty of Measuring the Absorption of Scattered Sunlight by H2O and CO2 in Volcanic Plumes: A Comment on Pering et al. "A Novel and Inexpensive Method for Measuring Volcanic Plume Water Fluxes at High Temporal Resolution, " Remote Sens. 2017, 9, 146. Remote. Sens. 9(6): 534 (2017) - 2014
- [j4]Christoph Kern:
Securing the tangled web. Commun. ACM 57(9): 38-47 (2014)
2000 – 2009
- 2007
- [b1]Neil Daswani, Christoph Kern, Anita Kesavan:
Foundations of Security - What Every Programmer Needs to Know. Apress 2007, ISBN 978-1-59059-784-2, pp. I-XXVII, 1-290 - 2001
- [j3]Christoph Kern, Tarik Ono-Tesfaye, Mark R. Greenstreet:
A light-weight framework for hardware verification. Int. J. Softw. Tools Technol. Transf. 3(3): 286-313 (2001)
1990 – 1999
- 1999
- [j2]Christoph Kern, Mark R. Greenstreet:
Formal verification in hardware design: a survey. ACM Trans. Design Autom. Electr. Syst. 4(2): 123-193 (1999) - [c2]Christoph Kern, Tarik Ono-Tesfaye, Mark R. Greenstreet:
A Light-Weight Framework for Hardware Verification. TACAS 1999: 330-344 - 1998
- [c1]Tarik Ono-Tesfaye, Christoph Kern, Mark R. Greenstreet:
Verifying a Self-Timed Divider. ASYNC 1998: 146-158 - 1997
- [j1]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): 254-267 (1997)
Coauthor Index
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