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OwenShap

This repository contains the code used for the experiments of the paper titled: "A Multilinear Sampling Algorithm to Estimate Shapely Values".

This notebook contains the experiments performed on the Credit Card dataset.

This notebook contains the experiments performed on the MNIST dataset.

Citation

@inproceedings{okhrati2020multilinear,
title = {A Multilinear Sampling Algorithm to Estimate Shapley Values},
author = {Ramin Okhrati and Aldo Lipani},
year = {2020}, booktitle = {Proc.~of ICPR}, series = {ICPR}}