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 dirichlet abstraction

86bcae6da75c72e32f30a5553f094c06-Paper-Conference.pdf

  data mining, dirichlet abstraction, machine learning, (18 more...)
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Model Shapley: Equitable Model Valuation with Black-box Access Xinyi Xu, Thanh Lam

Neural Information Processing Systems

ML models call for an equitable model valuation method to price them. In particular, we investigate the black-box access setting which allows querying a model (to observe predictions) without disclosing model-specific information (e.g., architecture and parameters). By exploiting a Dirichlet abstraction of a model's predictions, we propose a novel and equitable model valuation method called

  data mining, dirichlet abstraction, machine learning, (18 more...)
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  Genre: Research Report (0.68)
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