Jon Donnelly

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 9

Top Topics

Digital Mammography

Top Venues

SIAM J. Matrix Anal. Appl.

Publications

Cynthia Rudin, Chudi Zhong, Lesia Semenova, Margo I. Seltzer, Ronald Parr, Jiachang Liu, Srikar Katta, Jon Donnelly, Harry Chen, Zachery Boner
Amazing Things Come From Having Many Good Models. CoRR (2024)
Julia Yang, Alina Jade Barnett, Jon Donnelly, Satvik Kishore, Jerry Fang, Fides Regina Schwartz, Chaofan Chen, Joseph Y. Lo, Cynthia Rudin
FPN-IAIA-BL: A Multi-Scale Interpretable Deep Learning Model for Classification of Mass Margins in Digital Mammography. CoRR (2024)
Frank Willard, Luke Moffett, Emmanuel Mokel, Jon Donnelly, Stark Guo, Julia Yang, Giyoung Kim, Alina Jade Barnett, Cynthia Rudin
This Looks Better than That: Better Interpretable Models with ProtoPNeXt. CoRR (2024)
Jon Donnelly, Srikar Katta, Cynthia Rudin, Edward P. Browne
The Rashomon Importance Distribution: Getting RID of Unstable, Single Model-based Variable Importance. CoRR (2023)
Dennis Tang, Frank Willard, Ronan Tegerdine, Luke Triplett, Jon Donnelly, Luke Moffett, Lesia Semenova, Alina Jade Barnett, Jin Jing, Cynthia Rudin, M. Brandon Westover
ProtoEEGNet: An Interpretable Approach for Detecting Interictal Epileptiform Discharges. CoRR (2023)
Jon Donnelly, Peter Stechlinski
Analyzing the Influence of Agents in Trust Networks: Applying Nonsmooth Eigensensitivity Theory to a Graph Centrality Problem. SIAM J. Matrix Anal. Appl. 44 (3) (2023)
Jon Donnelly, Srikar Katta, Cynthia Rudin, Edward P. Browne
The Rashomon Importance Distribution: Getting RID of Unstable, Single Model-based Variable Importance. NeurIPS (2023)
Jon Donnelly, Alina Jade Barnett, Chaofan Chen
Deformable ProtoPNet: An Interpretable Image Classifier Using Deformable Prototypes. CVPR (2022)
Jon Donnelly, Alina Jade Barnett, Chaofan Chen
Deformable ProtoPNet: An Interpretable Image Classifier Using Deformable Prototypes. CoRR (2021)