2 hasil untuk "Tim Pollmann"
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Artikel Jurnal Teks lengkap
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…
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Artikel Jurnal Teks lengkap
On Least Squares Approximations of Shapley Values and Applications to Interpretable Machine Learning
The Shapley value is the predominant point-valued solution concept in cooperative game theory and has recently become a foundational method in interpretable machine learning. In this domain, a prevailing strategy for circumventing the computational intractability of exact Shapley values is to…