Jon Donnelly

Venues

Frequent coauthors

Papers

1. Cosine Similarity is Almost All You Need (for Prototypical-Part Models)
   WACV 2026 ·

   Luke Moffett

   DBLP profile ↗ORCID search ↗
2. How Your Location Relates to Health: Variable Importance and Interpretable Machine Learning for Environmental and Sociodemographic Data
   AAAI 2025 ·

   Ishaan Maitra

   DBLP profile ↗ORCID search ↗
3. Leveraging Predictive Equivalence in Decision Trees
   ICML 2025 ·

   Hayden McTavish

   DBLP profile ↗ORCID search ↗
4. Rashomon Sets for Prototypical-Part Networks: Editing Interpretable Models in Real-Time
   CVPR 2025 · Jon Donnelly
5. This EEG Looks Like These EEGs: Interpretable Interictal Epileptiform Discharge Detection With ProtoEEG-kNN
   MICCAI 2025 ·

   Dennis Tang

   DBLP profile ↗ORCID search ↗
6. FPN-IAIA-BL: A Multi-Scale Interpretable Deep Learning Model for Classification of Mass Margins in Digital Mammography
   CVPR 2024 ·

   Julia Yang

   DBLP profile ↗ORCID search ↗
7. Interpretable Generalized Additive Models for Datasets with Missing Values
   NeurIPS 2024 ·

   Hayden McTavish

   DBLP profile ↗ORCID search ↗
8. Interpretable Image Classification with Adaptive Prototype-based Vision Transformers
   NeurIPS 2024 ·

   Chiyu Ma

   DBLP profile ↗ORCID search ↗
9. Position: Amazing Things Come From Having Many Good Models
   ICML 2024 ·

   Cynthia Rudin

   DBLP profile ↗ORCID search ↗