Jan Simson

According to our database, Jan Simson authored at least 14 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

"Taking Stock at FAccT": Using Participatory Design to Co-Create a Vision for the Fairness, Accountability and Transparency Community.

Shiran Dudy, Jan Simson, Yanan Long

CoRR, April, 2026

Re-evaluating the machine learning pipeline to improve fairness and reliability.

Jan Simson

PhD thesis, 2026

2025

Bias Begins with Data: The FairGround Corpus for Robust and Reproducible Research on Algorithmic Fairness.

Jan Simson, Alessandro Fabris, Cosima Fröhner, Frauke Kreuter, Christoph Kern

CoRR, October, 2025

Decoupling Data and Tooling in Interactive Visualization.

Jan Simson

CoRR, August, 2025

Preventing Harmful Data Practices by using Participatory Input to Navigate the Machine Learning Multiverse.

Jan Simson, Fiona Draxler, Samuel Mehr, Christoph Kern

Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems, 2025

2024

Cracking the Code: Evaluating Zero-Shot Prompting Methods for Providing Programming Feedback.

Niklas Ippisch, Anna-Carolina Haensch, Jan Simson, Jacob Beck, Markus Herklotz, Malte Schierholz

CoRR, 2024

One Model Many Scores: Using Multiverse Analysis to Prevent Fairness Hacking and Evaluate the Influence of Model Design Decisions.

Jan Simson, Florian Pfisterer, Christoph Kern

Proceedings of the 2024 ACM Conference on Fairness, Accountability, and Transparency, 2024

Lazy Data Practices Harm Fairness Research.

Jan Simson, Alessandro Fabris, Christoph Kern

Proceedings of the 2024 ACM Conference on Fairness, Accountability, and Transparency, 2024

Unveiling the Blindspots: Examining Availability and Usage of Protected Attributes in Fairness Datasets.

Jan Simson, Alessandro Fabris, Christoph Kern

Proceedings of the 3rd European Workshop on Algorithmic Fairness, 2024

2023

occupationMeasurement: A Comprehensive Toolbox for Interactive Occupation Coding in Surveys.

Jan Simson, Olga Kononykhina, Malte Schierholz

J. Open Source Softw., September, 2023

Everything, Everywhere All in One Evaluation: Using Multiverse Analysis to Evaluate the Influence of Model Design Decisions on Algorithmic Fairness.

Jan Simson, Florian Pfisterer, Christoph Kern

CoRR, 2023

Using Multiverse Analysis to Evaluate the Influence of Model Design Decisions on Algorithmic Fairness.

Jan Simson, Florian Pfisterer, Christoph Kern

Proceedings of the HHAI 2023: Augmenting Human Intellect, 2023

What If? Using Multiverse Analysis to Evaluate the Influence of Model Design Decisions on Algorithmic Fairness.

Jan Simson, Florian Pfisterer, Christoph Kern

Proceedings of the 2nd European Workshop on Algorithmic Fairness, 2023

2019

Bright: an augmented reality assistive platform for visual impairment.

Ashish M. Bakshi, Jan Simson, Cesar de Castro, Charlene Chenyang Yu, Andreas Dias

Proceedings of the IEEE Games, Entertainment, Media Conference, 2019