Philipp Spitzer

According to our database, Philipp Spitzer authored at least 20 papers between 2020 and 2025.

Collaborative distances:

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

2025

Honey, I Shrunk the Language Model: Impact of Knowledge Distillation Methods on Performance and Explainability.

Daniel Hendriks, Philipp Spitzer, Niklas Kühl, Gerhard Satzger

CoRR, April, 2025

From Consumption to Collaboration: Measuring Interaction Patterns to Augment Human Cognition in Open-Ended Tasks.

Joshua Holstein, Moritz Diener, Philipp Spitzer

CoRR, April, 2025

Towards a Problem-Oriented Domain Adaptation Framework for Machine Learning.

Philipp Spitzer, Dominik Martin, Laurin Eichberger, Niklas Kühl

CoRR, January, 2025

Human Delegation Behavior in Human-AI Collaboration: The Effect of Contextual Information.

Philipp Spitzer, Joshua Holstein, Patrick Hemmer, Michael Vössing, Niklas Kühl, Dominik Martin, Gerhard Satzger

Proc. ACM Hum. Comput. Interact., 2025

Towards Human-Understandable Multi-Dimensional Concept Discovery.

Arne Grobrügge, Niklas Kühl, Gerhard Satzger, Philipp Spitzer

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

Hybrid Automation Experiences - Communication, Coordination, and Collaboration within Human-AI Teams.

Philipp Spitzer, Matthias Baldauf, Philippe A. Palanque, Virpi Roto, Katelyn Morrison, Domenique Zipperling, Joshua Holstein

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

2024

Effects of Intraoperative Cochlear Implant Electrode Conditioning on Impedances and Electrically Evoked Compound Action Potentials.

Tobias Oberhoffner, Robert Mlynski, Sebastian P. Schraven, Goetz Brademann, Angelika Dierker, Philipp Spitzer, Matthias Hey

IEEE Trans. Biomed. Eng., February, 2024

The Impact of Imperfect XAI on Human-AI Decision-Making.

Katelyn Morrison, Philipp Spitzer, Violet Turri, Michelle Feng, Niklas Kühl, Adam Perer

Proc. ACM Hum. Comput. Interact., 2024

Don't be Fooled: The Misinformation Effect of Explanations in Human-AI Collaboration.

Philipp Spitzer, Joshua Holstein, Katelyn Morrison, Kenneth Holstein, Gerhard Satzger, Niklas Kühl

CoRR, 2024

On the Effect of Contextual Information on Human Delegation Behavior in Human-AI collaboration.

Philipp Spitzer, Joshua Holstein, Patrick Hemmer, Michael Vössing, Niklas Kühl, Dominik Martin, Gerhard Satzger

CoRR, 2024

(X)AI as a Teacher: Learning with Explainable Artificial Intelligence.

Philipp Spitzer, Marc Goutier, Niklas Kühl, Gerhard Satzger

Proceedings of Mensch und Computer 2024, 2024

Looking Through the Deep Glasses: How Large Language Models Enhance Explainability of Deep Learning Models.

Philipp Spitzer, Sebastian Celis, Dominik Martin, Niklas Kühl, Gerhard Satzger

Proceedings of Mensch und Computer 2024, 2024

Transferring Domain Knowledge with (X)AI-Based Learning Systems.

Philipp Spitzer, Niklas Kühl, Marc Goutier, Manuel Kaschura, Gerhard Satzger

Proceedings of the 32nd European Conference on Information Systems, 2024

Understanding Data Understanding: A Framework to Navigate the Intricacies of Data Analytics.

Joshua Holstein, Philipp Spitzer, Marieke Hoell, Michael Vössing, Niklas Kühl

Proceedings of the 32nd European Conference on Information Systems, 2024

2023

ML-Based Teaching Systems: A Conceptual Framework.

Philipp Spitzer, Niklas Kühl, Daniel Heinz, Gerhard Satzger

Proc. ACM Hum. Comput. Interact., 2023

On the Perception of Difficulty: Differences between Humans and AI.

Philipp Spitzer, Joshua Holstein, Michael Vössing, Niklas Kühl

CoRR, 2023

Towards Effective Human-AI Decision-Making: The Role of Human Learning in Appropriate Reliance on AI Advice.

Max Schemmer, Andrea Bartos, Philipp Spitzer, Patrick Hemmer, Niklas Kühl, Jonas Liebschner, Gerhard Satzger

Proceedings of the 44th International Conference on Information Systems, 2023

On the Perception of Difficulty: Differences between Human and AI.

Philipp Spitzer, Joshua Holstein, Michael Vössing, Niklas Kühl

Proceedings of the Workshop on Intervening, 2023

2022

Training Novices: The Role of Human-AI Collaboration and Knowledge Transfer.

Philipp Spitzer, Niklas Kühl, Marc Goutier

CoRR, 2022

2020

A New Metric for Lumpy and Intermittent Demand Forecasts: Stock-keeping-oriented Prediction Error Costs.

Dominik Martin, Philipp Spitzer, Niklas Kühl

Proceedings of the 53rd Hawaii International Conference on System Sciences, 2020