Nathan Blake

According to our database, Nathan Blake authored at least 6 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

SpecReX: Explainable AI for Raman Spectroscopy.

Nathan Blake, David A. Kelly, Akchunya Chanchal, Sarah Kapllani-Mucaj, Geraint Thomas, Hana Chockler

CoRR, March, 2025

3D ReX: Causal Explanations in 3D Neuroimaging Classification.

Melane Navaratnarajah, Sophie A. Martin, David A. Kelly, Nathan Blake, Hana Chockler

CoRR, February, 2025

Explaining Negative Classifications of AI Models in Tumor Diagnosis.

David A. Kelly, Hana Chockler, Nathan Blake

Proceedings of the Conference on Uncertainty in Artificial Intelligence, 2025

I Am Big, You Are Little; I Am Right, You Are Wrong.

David A. Kelly, Akchunya Chanchal, Nathan Blake

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

MRxaI: Black-Box Explainability for Image Classifiers in a Medical Setting.

Nathan Blake, David A. Kelly, Santiago Calderon Pena, Akchunya Chanchal, Hana Chockler

Proceedings of the Second Workshop on Second Workshop on Explainable Artificial Intelligence for the Medical Domain (EXPLIMED 2025) co-located with 28th European Conference on Artificial Intelligence (ECAI 2025), 2025

2023

You Only Explain Once.

David A. Kelly, Hana Chockler, Daniel Kroening, Nathan Blake, Aditi Ramaswamy, Melane Navaratnarajah, Aaditya Shivakumar

CoRR, 2023