Efficient Parameter Importance Analysis via Ablation with Surrogates

Andre Biedenkapp, Marius Thomas Lindauer, Katharina Eggensperger, Frank Hutter, Chris Fawcett, Holger H. Hoos. Efficient Parameter Importance Analysis via Ablation with Surrogates. In Satinder P. Singh, Shaul Markovitch, editors, Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, February 4-9, 2017, San Francisco, California, USA. pages 773-779, AAAI Press, 2017. [doi]

Abstract

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