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Institute for Financial Research

Sweden

2 papers here40 citations across 2
fields
  • cs.LG1
  • math.PR1
ROR 03k09ka51OpenAlex

affiliations via OpenAlex

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

2 papers

math.PR2022★ 3 cited

Forward-backward doubly stochastic systems and classical solutions of path-dependent stochastic PDEs

Yufeng Shi, Jiaqiang Wen, Jie Xiong

In this paper, a class of non-Markovian forward-backward doubly stochastic systems is studied. By using the technique of functional Itô (or path-dependent) calculus, the relationsh…

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…

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