Articles by Tobias Leemann | Synthical

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Tobias Leemann

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9

Auto-GDA: Automatic Domain Adaptation for Efficient Grounding Verification in Retrieval-Augmented Generation

7 days ago by Tobias Leemann and others

Computation and Language, Machine Learning

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

9 January 2025 by Tobias Leemann and others

Machine Learning, Artificial Intelligence

Towards Human-centered Explainable AI: A Survey of User Studies for Model Explanations

16 October 2024 by Yao Rong and others at

Technical University of Munich

Artificial Intelligence, Human-Computer Interaction

The Language of Trauma: Modeling Traumatic Event Descriptions Across Domains with Explainable AI

12 August 2024 by Miriam Schirmer and others

Computation and Language, Computers and Society

Towards Non-Adversarial Algorithmic Recourse

15 March 2024 by Tobias Leemann and others

Machine Learning

I Prefer not to Say: Protecting User Consent in Models with Optional Personal Data

2 February 2024 by Tobias Leemann and others

Machine Learning, Artificial Intelligence

Gaussian Membership Inference Privacy

26 October 2023 by Tobias Leemann and others

Machine Learning, Cryptography and Security

On the Trade-Off between Actionable Explanations and the Right to be Forgotten

11 October 2023 by Martin Pawelczyk and others

Machine Learning, Artificial Intelligence

Adapting to Change: Robust Counterfactual Explanations in Dynamic Data Landscapes

4 August 2023 by Bardh Prenkaj and others at

Technical University of Munich

Machine Learning, Artificial Intelligence

Disentangling Visual Embeddings with Minimal Distributional Assumptions

28 October 2022 by Tobias Leemann and others

Machine Learning, Artificial Intelligence

A Consistent and Efficient Evaluation Strategy for Attribution Methods

14 June 2022 by Yao Rong and others

Computer Vision and Pattern Recognition, Machine Learning

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Machine Learning Artificial Intelligence Computers and Society Computer Vision and Pattern Recognition Computation and Language Human-Computer Interaction Cryptography and Security