Institute for Financial Research

most citedL-Shapley and C-Shapley: Efficient Model Interpretation for Structured Data

37 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

Jianbo Chen1 · h 14
Jiaqiang Wen1 · h 11
J. Xiong1 · h 27
Le Song1 · h 66
Michael I. Jordan1 · h 188
M. Wainwright1 · h 100
Yufeng Shi1 · h 19

collaborating institutions

Financial Research (Hungary)HU1 paper
Georgia Institute of TechnologyUS1 paper
Shandong University of Finance and EconomicsCN1 paper
Southern University of Science and TechnologyCN1 paper
University of California, BerkeleyUS1 paper

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cs.LG2018★ 37 cited

L-Shapley and C-Shapley: Efficient Model Interpretation for Structured Data

Jianbo Chen, Le Song, Martin J. Wainwright +1

We study instancewise feature importance scoring as a method for model interpretation. Any such method yields, for each predicted instance, a vector of importance scores associated…