Unsupervised Approaches for Out-Of-Distribution Dermoscopic Lesion Detection. - Max Torop; Sandesh Ghimire; WenQian Liu; Dana H. Brooks; Octavia I. Camps; Milind Rajadhyaksha; Jennifer G. Dy; Kivanç Köse (CoRR, 2021)

Explanation Uncertainty with Decision Boundary Awareness. - Davin Hill; Aria Masoomi; Sandesh Ghimire; Max Torop; Jennifer G. Dy (CoRR, 2022)

SmoothHess: ReLU Network Feature Interactions via Stein's Lemma. - Max Torop; Aria Masoomi; Davin Hill; Kivanç Köse; Stratis Ioannidis; Jennifer G. Dy (NeurIPS, 2023)

Boundary-Aware Uncertainty for Feature Attribution Explainers. - Davin Hill; Aria Masoomi; Max Torop; Sandesh Ghimire; Jennifer G. Dy (AISTATS, 2024)

Axiomatic Explainer Globalness via Optimal Transport. - Davin Hill; Joshua T. Bone; Aria Masoomi; Max Torop; Jennifer G. Dy (AISTATS, 2025)