Author of the publication

NODE-GAM: Neural Generalized Additive Model for Interpretable Deep Learning.

, , and . ICLR, OpenReview.net, (2022)

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 Survey of Statistical Network Models. Foundations and Trends in Machine Learning, 2 (2): 129--233 (2009)What Clinicians Want: Contextualizing Explainable Machine Learning for Clinical End Use., , , and . MLHC, volume 106 of Proceedings of Machine Learning Research, page 359-380. PMLR, (2019)What went wrong and when? Instance-wise Feature Importance for Time-series Models., , , and . CoRR, (2020)Volume-based Performance not Guaranteed by Promising Patch-based Results in Medical Imaging., , , and . ICBINB, volume 187 of Proceedings of Machine Learning Research, page 85-93. PMLR, (2022)Unsupervised Representation Learning for Time Series with Temporal Neighborhood Coding., , and . ICLR, OpenReview.net, (2021)Feature Robustness in Non-stationary Health Records: Caveats to Deployable Model Performance in Common Clinical Machine Learning Tasks., , , , , , , and . MLHC, volume 106 of Proceedings of Machine Learning Research, page 381-405. PMLR, (2019)Dropout Feature Ranking for Deep Learning Models, , and . (2017)cite arxiv:1712.08645.Reducing Adversarial Example Transferability Using Gradient Regularization., , , and . CoRR, (2019)Do no harm: a roadmap for responsible machine learning for health care, , , , , , , , , and 3 other author(s). Nature Medicine, 25 (9): 1337--1340 (2019)Forecasting Emergency Department Capacity Constraints for COVID Isolation Beds., , and . CoRR, (2020)