Marco Tulio Ribeiro, Sameer Singh, & Carlos Guestrin (2016)
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 1135-1144.
DOI: https://doi.org/10.1145/2939672.2939778
Abstract. Ribeiro, Singh, and Guestrin's LIME — Local Interpretable Model-agnostic Explanations — the most-cited single method paper in explainable AI. The reference cited in any HCI work proposing model-agnostic explanations in user interfaces.
Tags: ai-usability xai lime foundational