Marco Tulio Ribeiro, Sameer Singh, & Carlos Guestrin (2016), References, Textbook of AI

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. Introduces LIME (Local Interpretable Model-agnostic Explanations), which explains individual predictions of any black-box classifier by fitting a sparse linear model to perturbed samples around the input of interest.

Tags: explainability lime

AI tools used: Claude (research, coding, text), ChatGPT (diagrams, images), Grammarly (editing).

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