3 papers
cs.HC2026
Think Once, Reflect Twice: How Feedback Shapes Human-AI Collaboration
Joshua Holstein, Philipp Spitzer, Sebastian Schäfer +2
As artificial intelligence (AI) increasingly supports human decision-making in high-stakes domains, designing effective human-AI collaboration becomes critical. Successful collabor…
cs.HC2026
Faster, Higher, Stronger? The Impact of GenAI on Knowledge Work Productivity - Evidence from the Field
Sven Bottesch, Chiara Schwenke, Jakob Zimmermann +2
The rise of generative artificial intelligence (GenAI) has fueled high expectations regarding its potential to enhance knowledge work productivity in terms of efficiency and qualit…
cs.LG2025
Navigating the Rashomon Effect: How Personalization Can Help Adjust Interpretable Machine Learning Models to Individual Users
Julian Rosenberger, Philipp Schröppel, Sven Kruschel +3
The Rashomon effect describes the observation that in machine learning (ML) multiple models often achieve similar predictive performance while explaining the underlying relationshi…