Fast Explanations via Policy Gradient-Optimized Explainer
通过策略梯度优化的解释器实现快速解释
机构 * Lucy Family Institute for Data & Society(数据与社会卢西家族研究所) ; University of Notre Dame(北达科他大学)
AI总结 本文提出Fast Explanation框架,通过策略梯度优化实现高效模型解释,显著降低推理时间和内存使用,同时保持高质量解释和广泛适用性。
Comments Accepted at the 34th International Joint Conference on Artificial Intelligence (IJCAI 2025)
Journal ref Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence (IJCAI-2025), Main Track, pp. 475-483