Scholar

Jon Donnelly

Google Scholar ID: T1Yfl8cAAAAJ

PhD Student at Duke University

Interpretable Machine Learning

Google Scholar↗

Citations & Impact

All-time

Citations

310

H-index

6

i10-index

6

Publications

16

Co-authors

0

Contact

No contact links provided.

Publications

7 items

What You See is (Usually) What You Get: Multimodal Prototype Networks that Abstain from Expensive Modalities

2025

Cited

0

It's LIT! Reliability-Optimized LLMs with Inspectable Tools

2025

Cited

0

This EEG Looks Like These EEGs: Interpretable Interictal Epileptiform Discharge Detection With ProtoEEG-kNN

2025

Cited

0

Doctor Rashomon and the UNIVERSE of Madness: Variable Importance with Unobserved Confounding and the Rashomon Effect

2025

Cited

0

Leveraging Predictive Equivalence in Decision Trees

2025

Cited

0

Rashomon Sets for Prototypical-Part Networks: Editing Interpretable Models in Real-Time

2025

Cited

0

How Your Location Relates to Health: Variable Importance and Interpretable Machine Learning for Environmental and Sociodemographic Data

2025

Cited

0

Resume (English only)

Co-authors

0 total

Co-authors: 0 (list not available)