PS
Philipp Spitzer
cs.HCcs.AIcs.LGcs.CVcs.CLhealth informaticsq-fin.GNstat.ML
On Valency
published · living versionsW_7vpn62hp·v1 · currentpublished
Today's Work, Tomorrow's Workforce: Incentivizing Learning in AI-Assisted Work
with Moritz Diener, Daniel Hendriks, Gerhard Satzger, Joshua Holstein +1
1 version
Preprints & journals
15 papers in the corpus · 2020–2026Think Once, Reflect Twice: How Feedback Shapes Human-AI Collaboration2610.19991v1 · Joshua Holstein, Philipp Spitzer, Sebastian Schafer et al.2026 · 0 citationsarXiv
From Model Uncertainty to Human Attention: Localization-Aware Visual Cues for Scalable Annotation Review2605.12303v1 · Moussa Kassem Sbeyti, Joshua Holstein, Philipp Spitzer et al.2026 · 0 citationsarXiv
The effect of medical explanations from large language models on diagnostic accuracy in radiology.42026140 · Spitzer, Philipp, Hendriks, Daniel, Rudolph, Jan et al.2026 · 8 citationsNPJ digital medicine. 2026;9(1)
Believing vs. Achieving -- The Disconnect between Efficacy Beliefs and Collaborative Outcomes2603.10708v1 · Philipp Spitzer, Joshua Holstein2026 · 0 citationsarXiv
Honey, I Shrunk the Language Model: Impact of Knowledge Distillation Methods on Performance and Explainability2504.16056v1 · Daniel Hendriks, Philipp Spitzer, Niklas Kuhl et al.2025 · 0 citationsarXiv
Towards Human-Understandable Multi-Dimensional Concept Discovery2503.18629v1 · Arne Grobrugge, Niklas Kuhl, Gerhard Satzger et al.2025 · 0 citationsarXiv
The effect of medical explanations from large language models on diagnostic decisions in radiology10.1101/2025.03.04.25323357v2 · Spitzer, P., Hendriks, D., Rudolph, J. et al.2025 · 5 citationsmedRxiv
Towards a Problem-Oriented Domain Adaptation Framework for Machine Learning2501.04528v1 · Philipp Spitzer, Dominik Martin, Laurin Eichberger et al.2025 · 0 citationsarXiv
Don't be Fooled: The Misinformation Effect of Explanations in Human-AI Collaboration2409.12809v2 · Philipp Spitzer, Joshua Holstein, Katelyn Morrison et al.2024 · 13 citationsarXiv
Human Delegation Behavior in Human-AI Collaboration: The Effect of Contextual Information2401.04729v3 · Philipp Spitzer, Joshua Holstein, Patrick Hemmer et al.2024 · 17 citationsarXiv
Towards Effective Human-AI Decision-Making: The Role of Human Learning in Appropriate Reliance on AI Advice2310.02108v1 · Max Schemmer, Andrea Bartos, Philipp Spitzer et al.2023 · 6 citationsInternational Conference on Information Systems (ICIS 2023)
The Impact of Imperfect XAI on Human-AI Decision-Making2307.13566v4 · Katelyn Morrison, Philipp Spitzer, Violet Turri et al.2023 · 61 citationsarXiv
ML-Based Teaching Systems: A Conceptual Framework2305.07681v1 · Philipp Spitzer, Niklas Kuhl, Daniel Heinz et al.2023 · 6 citationsarXiv
On the Perception of Difficulty: Differences between Humans and AI2304.09803v1 · Philipp Spitzer, Joshua Holstein, Michael Vossing et al.2023 · 2 citationsarXiv
A New Metric for Lumpy and Intermittent Demand Forecasts: Stock-keeping-oriented Prediction Error Costs2004.10537v1 · Dominik Martin, Philipp Spitzer, Niklas Kuhl2020 · 11 citationsarXiv
Career total: 36 works. 15 are in this corpus.
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