331 citations · 761 across the 49 of their papers we have counts for
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cs.AI2022★ 1 cited
Unfooling Perturbation-Based Post Hoc Explainers
Zachariah Carmichael, Walter J Scheirer
Monumental advancements in artificial intelligence (AI) have lured the interest of doctors, lenders, judges, and other professionals. While these high-stakes decision-makers are op…
cs.AI2020★ 6 cited
A Unifying Framework for Formal Theories of Novelty:Framework, Examples and Discussion
T. E. Boult, P. A. Grabowicz, D. S. Prijatelj +11
Managing inputs that are novel, unknown, or out-of-distribution is critical as an agent moves from the lab to the open world. Novelty-related problems include being tolerant to nov…