Short Communication: Fast Approximate SHAP via Sparse Taylor Expansions
Abstract
We approximate SHAP values with sparse Taylor expansions, cutting explanation latency by 65% with minimal attribution drift.
Cite this article
Watts, E. & Mahmood, R. (2025). Short Communication: Fast Approximate SHAP via Sparse Taylor Expansions. Research Explorations in Global Knowledge & Technology (REGKT), 3 (8). Retrieved from https://regkt.com/article.php?id=163&slug=short-communication-fast-approximate-shap-sparse-taylor