User Preferences in Bayesian Multi-objective Optimization: The Expected Weighted Hypervolume Improvement Criterion

Paul Feliot, Julien Bect, Emmanuel Vázquez. User Preferences in Bayesian Multi-objective Optimization: The Expected Weighted Hypervolume Improvement Criterion. In Giuseppe Nicosia, Panos M. Pardalos, Giovanni Giuffrida, Renato Umeton, Vincenzo Sciacca, editors, Machine Learning, Optimization, and Data Science - 4th International Conference, LOD 2018, Volterra, Italy, September 13-16, 2018, Revised Selected Papers. Volume 11331 of Lecture Notes in Computer Science, pages 533-544, Springer, 2018. [doi]

Authors

Paul Feliot

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Julien Bect

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Emmanuel Vázquez

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