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Home/Authors/Maximilian Muschalik

Maximilian Muschalik

1 indexed paper

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Publications per year

1
26

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Stats ML×1ML×1

Frequent co-authors

David Rundel1×
Fabian Fumagalli1×
Bernd Bischl1×
Matthias Feurer1×

Research Timeline

2026
ShaplEIG: Bayesian Experimental Design for Shapley Value Estimation

ShaplEIG introduces a Bayesian experimental design framework to efficiently and adaptively estimate Shapley values by minimizing the number of required costly function evaluations.

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Papers

stat.MLcs.LGRecentJun 1, 2026

ShaplEIG: Bayesian Experimental Design for Shapley Value Estimation

David Rundel, Fabian Fumagalli, Maximilian Muschalik, Bernd Bischl +1 more

ShaplEIG introduces a Bayesian experimental design framework to efficiently and adaptively estimate Shapley values by minimizing the number of required costly function evaluations.

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