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Assessing Antithetic Sampling for Approximating Shapley, Banzhaf, and Owen Values

Computing Shapley values for large cooperative games is an NP-hard problem. For practical applications, stochastic approximation via permutation sampling is widely used. In the context of machine learning applications of the Shapley value, the concept of antithetic sampling has become popular. The i...

Whakaahuatanga katoa

I tiakina i:
Ngā taipitopito rārangi puna kōrero
Ngā kaituhi matua: Jochen Staudacher, Tim Pollmann
Hōputu: Artigo
Reo:Inglês
I whakaputaina: MDPI AG 2023-12-01
Rangatū:AppliedMath
Ngā marau:
Urunga tuihono:https://www.mdpi.com/2673-9909/3/4/49
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