Benjamin Frész

12 papers Journal 8Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
Efficiently Transforming Neural Networks into Decision Trees: A Path to Ground Truth Explanations with RENTT.
CoRR
Helena Monke, Benjamin Frész, Marco Bernreuther, Yilin Chen, Marco F. Huber
2025 — conf
From Confusion to Clarity: ProtoScore - A Framework for Evaluating Prototype-Based XAI.
FAccT
Helena Monke, Benjamin Sae-Chew, Benjamin Frész, Marco F. Huber
2025 J jnl
From Confusion to Clarity: ProtoScore - A Framework for Evaluating Prototype-Based XAI.
CoRR
Helena Monke, Benjamin Sae-Chew, Benjamin Frész, Marco F. Huber
2024 — conf
AI Certification: Empirical Investigations into Possible Cul-De-Sacs and Ways Forward (Practitioner Track).
SAIA
Benjamin Frész, Danilo Brajovic, Marco F. Huber
2024 — conf
Classification Metrics for Image Explanations: Towards Building Reliable XAI-Evaluations.
FAccT
Benjamin Frész, Lena Lörcher, Marco F. Huber
2024 J jnl
Classification Metrics for Image Explanations: Towards Building Reliable XAI-Evaluations.
CoRR
Benjamin Frész, Lena Lörcher, Marco F. Huber
2024 — conf
How Should AI Decisions Be Explained? Requirements for Explanations from the Perspective of European Law.
AIES (1)
Benjamin Frész, Elena Dubovitskaya, Danilo Brajovic, Marco F. Huber, Christian Horz
2024 J jnl
How should AI decisions be explained? Requirements for Explanations from the Perspective of European Law.
CoRR
Benjamin Frész, Elena Dubovitskaya, Danilo Brajovic, Marco F. Huber, Christian Horz
2024 J jnl
The Contribution of XAI for the Safe Development and Certification of AI: An Expert-Based Analysis.
CoRR
Benjamin Frész, Vincent Philipp Goebels, Safa Omri, Danilo Brajovic, Andreas Aichele, Janika Kutz, Jens Neuhüttler, Marco F. Huber
2023 J jnl
Model Reporting for Certifiable AI: A Proposal from Merging EU Regulation into AI Development.
CoRR
Danilo Brajovic, Niclas Renner, Vincent Philipp Goebels, Philipp Wagner, Benjamin Frész, Martin Biller, Mara Klaeb, Janika Kutz, Jens Neuhüttler, Marco F. Huber
2020 J jnl
Motion Planning Explorer: Visualizing Local Minima Using a Local-Minima Tree.
IEEE Robotics Autom. Lett.
Andreas Orthey, Benjamin Frész, Marc Toussaint
2019 J jnl
Motion Planning Explorer: Visualizing Local Minima using a Local-Minima Tree.
CoRR
Andreas Orthey, Benjamin Frész, Marc Toussaint