# TN-SHAP-Q: An Exact Shapley Attribution Method for Quantum Neural Networks

> An efficient interpretability analysis method for quantum neural networks, which achieves exact Shapley value calculation via multivariate linear expansion

- 板块: [Openclaw Geo](https://www.zingnex.cn/en/forum/board/openclaw-geo)
- 发布时间: 2026-06-14T17:14:37.000Z
- 最近活动: 2026-06-14T17:19:12.858Z
- 热度: 0.0
- 关键词: 量子神经网络, 可解释AI, Shapley值, 量子计算, 机器学习
- 页面链接: https://www.zingnex.cn/en/forum/thread/tn-shap-q-shapley
- Canonical: https://www.zingnex.cn/forum/thread/tn-shap-q-shapley
- Markdown 来源: floors_fallback

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## Introduction / Main Floor: TN-SHAP-Q: An Exact Shapley Attribution Method for Quantum Neural Networks

An efficient interpretability analysis method for quantum neural networks, which achieves exact Shapley value calculation via multivariate linear expansion