Thomas Bonnier

According to our database, Thomas Bonnier authored at least 7 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Revisiting Multimodal Transformers for Tabular Data with Text Fields.

Thomas Bonnier

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

Towards Safe Machine Learning Lifecycles with ESG Model Cards.

Thomas Bonnier, Benjamin Bosch

Proceedings of the Computer Safety, Reliability, and Security. SAFECOMP 2023 Workshops, 2023

Harnessing Error Patterns to Estimate Out-of-Distribution Performance.

Thomas Bonnier, Benjamin Bosch

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2023

Which Explanation Makes Sense? A Critical Evaluation of Local Explanations for Assessing Cervical Cancer Risk.

Célia Wafa Ayad, Thomas Bonnier, Benjamin Bosch, Jesse Read, Sonali Parbhoo

Proceedings of the Machine Learning for Healthcare Conference, 2023

Leveraging Error Patterns to Correct Prediction Intervals.

Thomas Bonnier

Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

2022

Assessing the Robustness of Ordinal Classifiers against Imbalanced and Shifting Distributions.

Thomas Bonnier, Benjamin Bosch

Proceedings of the Fourth International Workshop on Learning with Imbalanced Domains: Theory and Applications, 2022

Shapley Chains: Extending Shapley Values to Classifier Chains.

Célia Wafa Ayad, Thomas Bonnier, Benjamin Bosch, Jesse Read

Proceedings of the Discovery Science - 25th International Conference, 2022