Rick Wilming

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 10

Top Topics

Image Classification

Ground Truth Data

Machine Learning

Qualitative And Quantitative

Top Venues

Frontiers Artif. Intell.

Publications

Benedict Clark, Rick Wilming, Stefan Haufe
XAI-TRIS: non-linear image benchmarks to quantify false positive post-hoc attribution of feature importance. Mach. Learn. 113 (9) (2024)
Benedict Clark, Rick Wilming, Artur Dox, Paul Eschenbach, Sami Hached, Daniel Jin Wodke, Michias Taye Zewdie, Uladzislau Bruila, Marta Oliveira, Hjalmar Schulz, Luca Matteo Cornils, Danny Panknin, Ahcène Boubekki, Stefan Haufe
EXACT: Towards a platform for empirically benchmarking Machine Learning model explanation methods. CoRR (2024)
Marta Oliveira, Rick Wilming, Benedict Clark, Céline Budding, Fabian Eitel, Kerstin Ritter, Stefan Haufe
Benchmarking the influence of pre-training on explanation performance in MR image classification. Frontiers Artif. Intell. 7 (2024)
Rick Wilming, Artur Dox, Hjalmar Schulz, Marta Oliveira, Benedict Clark, Stefan Haufe
GECOBench: A Gender-Controlled Text Dataset and Benchmark for Quantifying Biases in Explanations. CoRR (2024)
Rick Wilming, Leo Kieslich, Benedict Clark, Stefan Haufe
Theoretical Behavior of XAI Methods in the Presence of Suppressor Variables. ICML (2023)
Rick Wilming, Leo Kieslich, Benedict Clark, Stefan Haufe
Theoretical Behavior of XAI Methods in the Presence of Suppressor Variables. CoRR (2023)
Benedict Clark, Rick Wilming, Stefan Haufe
XAI-TRIS: Non-linear benchmarks to quantify ML explanation performance. CoRR (2023)
Marta Oliveira, Rick Wilming, Benedict Clark, Céline Budding, Fabian Eitel, Kerstin Ritter, Stefan Haufe
Benchmark data to study the influence of pre-training on explanation performance in MR image classification. CoRR (2023)
Rick Wilming, Céline Budding, Klaus-Robert Müller, Stefan Haufe
Scrutinizing XAI using linear ground-truth data with suppressor variables. Mach. Learn. 111 (5) (2022)
Rick Wilming, Céline Budding, Klaus-Robert Müller, Stefan Haufe
Scrutinizing XAI using linear ground-truth data with suppressor variables. CoRR (2021)