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Gjergji Kasneci

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Attention Mechanisms Don't Learn Additive Models: Rethinking Feature Importance for Transformers

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May 22, 2024
Tobias Leemann, Alina Fastowski, Felix Pfeiffer, Gjergji Kasneci

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Towards Non-Adversarial Algorithmic Recourse

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Mar 15, 2024
Tobias Leemann, Martin Pawelczyk, Bardh Prenkaj, Gjergji Kasneci

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Is Crowdsourcing Breaking Your Bank? Cost-Effective Fine-Tuning of Pre-trained Language Models with Proximal Policy Optimization

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Mar 02, 2024
Shuo Yang, Gjergji Kasneci

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Taking the Next Step with Generative Artificial Intelligence: The Transformative Role of Multimodal Large Language Models in Science Education

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Jan 01, 2024
Arne Bewersdorff, Christian Hartmann, Marie Hornberger, Kathrin Seßler, Maria Bannert, Enkelejda Kasneci, Gjergji Kasneci, Xiaoming Zhai, Claudia Nerdel

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Counterfactual Explanation for Regression via Disentanglement in Latent Space

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Nov 23, 2023
Xuan Zhao, Klaus Broelemann, Gjergji Kasneci

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Adversarial Reweighting Guided by Wasserstein Distance for Bias Mitigation

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Nov 21, 2023
Xuan Zhao, Simone Fabbrizzi, Paula Reyero Lobo, Siamak Ghodsi, Klaus Broelemann, Steffen Staab, Gjergji Kasneci

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Causal Fairness-Guided Dataset Reweighting using Neural Networks

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Nov 17, 2023
Xuan Zhao, Klaus Broelemann, Salvatore Ruggieri, Gjergji Kasneci

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Adapting to Change: Robust Counterfactual Explanations in Dynamic Data Landscapes

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Aug 04, 2023
Bardh Prenkaj, Mario Villaizan-Vallelado, Tobias Leemann, Gjergji Kasneci

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Counterfactual Explanation via Search in Gaussian Mixture Distributed Latent Space

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Jul 25, 2023
Xuan Zhao, Klaus Broelemann, Gjergji Kasneci

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Gaussian Membership Inference Privacy

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Jun 12, 2023
Tobias Leemann, Martin Pawelczyk, Gjergji Kasneci

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