On Performance Estimation in Automatic Algorithm Configuration
Published in Proceedings of the AAAI Conference on Artificial Intelligence • Apr 3, 2020
NobleIDNI8P82W64R04S14
Authors:,,
Shengcai Liu
Ke Tang
Yunwei Lei
Abstract
Over the last decade, research on automated parameter tuning, often referred to as automatic algorithm configuration (AAC), has made significant progress. Although the usefulness of such tools has been widely recognized in real world applications, the theoretical foundations of AAC are still very we...
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