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Niklas Kühl

University of Bayreuth, Germany, IBM Consulting, Germany

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

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Apr 22, 2025
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Beware of "Explanations" of AI

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Apr 09, 2025
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Towards Human-Understandable Multi-Dimensional Concept Discovery

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Mar 24, 2025
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Human Preferences in Large Language Model Latent Space: A Technical Analysis on the Reliability of Synthetic Data in Voting Outcome Prediction

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Feb 22, 2025
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Towards a Problem-Oriented Domain Adaptation Framework for Machine Learning

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Jan 08, 2025
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Utilizing Data Fingerprints for Privacy-Preserving Algorithm Selection in Time Series Classification: Performance and Uncertainty Estimation on Unseen Datasets

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Sep 13, 2024
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A Multivocal Literature Review on Privacy and Fairness in Federated Learning

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Aug 16, 2024
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A Survey of AI Reliance

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Jul 22, 2024
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CollaFuse: Collaborative Diffusion Models

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Jun 20, 2024
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Investigating the Role of Explainability and AI Literacy in User Compliance

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Jun 18, 2024
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