Thomas Bonnier

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 7

Top Topics

Cervical Cancer

Prediction Intervals

Top Venues

SAFECOMP Workshops

Publications

Thomas Bonnier
Revisiting Multimodal Transformers for Tabular Data with Text Fields. ACL (Findings) (2024)
Thomas Bonnier
Leveraging Error Patterns to Correct Prediction Intervals. ECAI (2023)
Thomas Bonnier, Benjamin Bosch
Towards Safe Machine Learning Lifecycles with ESG Model Cards. SAFECOMP Workshops (2023)
Célia Wafa Ayad, Thomas Bonnier, Benjamin Bosch, Jesse Read, Sonali Parbhoo
Which Explanation Makes Sense? A Critical Evaluation of Local Explanations for Assessing Cervical Cancer Risk. MLHC (2023)
Célia Wafa Ayad, Thomas Bonnier, Benjamin Bosch, Jesse Read
Shapley Chains: Extending Shapley Values to Classifier Chains. CoRR (2023)
Thomas Bonnier, Benjamin Bosch
Assessing the Robustness of Ordinal Classifiers against Imbalanced and Shifting Distributions. LIDTA (2022)
Célia Wafa Ayad, Thomas Bonnier, Benjamin Bosch, Jesse Read
Shapley Chains: Extending Shapley Values to Classifier Chains. DS (2022)