| Deformable protopnet: An interpretable image classifier using deformable prototypes J Donnelly, AJ Barnett, C Chen Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2022 | 85 | 2022 |
| The Rashomon Importance Distribution: Getting RID of Unstable, Single Model-based Variable Importance J Donnelly, S Katta, C Rudin, E Browne Advances in Neural Information Processing Systems 36, 2024 | 3 | 2024 |
| AsymMirai: Interpretable Mammography-based Deep Learning Model for 1–5-year Breast Cancer Risk Prediction J Donnelly, L Moffett, AJ Barnett, H Trivedi, F Schwartz, J Lo, C Rudin Radiology 310 (3), e232780, 2024 | 2 | 2024 |
| Analyzing the Influence of Agents in Trust Networks: Applying Nonsmooth Eigensensitivity Theory to a Graph Centrality Problem J Donnelly, P Stechlinski SIAM Journal on Matrix Analysis and Applications 44 (3), 1271-1298, 2023 | 1 | 2023 |
| ProtoEEGNet: An Interpretable Approach for Detecting Interictal Epileptiform Discharges D Tang, F Willard, R Tegerdine, L Triplett, J Donnelly, L Moffett, ... arXiv preprint arXiv:2312.10056, 2023 | | 2023 |
| Deformable ProtoPNet: An Interpretable Image Classifier Using Deformable Prototypes (Supplement) J Donnelly, AJ Barnett, C Chen | | |
