Learning Data Set Similarities for Hyperparameter Optimization Initializations

Martin Wistuba, Nicolas Schilling, Lars Schmidt-Thieme. Learning Data Set Similarities for Hyperparameter Optimization Initializations. In Joaquin Vanschoren, Pavel Brazdil, Christophe G. Giraud-Carrier, Lars Kotthoff, editors, Proceedings of the 2015 International Workshop on Meta-Learning and Algorithm Selection co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2015 (ECMLPKDD 2015), Porto, Portugal, September 7th, 2015. Volume 1455 of CEUR Workshop Proceedings, pages 15-26, CEUR-WS.org, 2015. [doi]

Abstract

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