Author of the publication

Please choose a person to relate this publication to

To differ between persons with the same name, the academic degree and the title of an important publication will be displayed. You can also use the button next to the name to display some publications already assigned to the person.

 

Other publications of authors with the same name

A pragmatic approach to estimating average treatment effects from EHR data: the effect of prone positioning on mechanically ventilated COVID-19 patients., , , , , , , , , and 40 other author(s). CoRR, (2021)Fixing confirmation bias in feature attribution methods via semantic match., , , , , , , and . CoRR, (2023)Why we do need Explainable AI for Healthcare., , , and . CoRR, (2022)Out-of-Distribution Detection for Medical Applications: Guidelines for Practical Evaluation., , , and . CoRR, (2021)Know Your Limits: Monotonicity & Softmax Make Neural Classifiers Overconfident on OOD Data., and . CoRR, (2020)Semantic match: Debugging feature attribution methods in XAI for healthcare., , , and . CHIL, volume 209 of Proceedings of Machine Learning Research, page 182-190. PMLR, (2023)Know your limits: Uncertainty estimation with ReLU classifiers fails at reliable OOD detection., and . UAI, volume 161 of Proceedings of Machine Learning Research, page 1766-1776. AUAI Press, (2021)Predicting readmission or death after discharge from the ICU: External validation and retraining of a machine learning model., , , , , , , and . AMIA, AMIA, (2022)Causal prediction models for medication safety monitoring: The diagnosis of vancomycin-induced acute kidney injury., , , , , , and . CoRR, (2023)Trust Issues: Uncertainty Estimation Does Not Enable Reliable OOD Detection On Medical Tabular Data., , and . ML4H@NeurIPS, volume 136 of Proceedings of Machine Learning Research, page 341-354. PMLR, (2020)