Automated Dynamic Algorithm Configuration

The performance of an algorithm often critically depends on its parameter configuration. While a variety of automated algorithm configuration methods have been proposed to relieve users from the tedious and error-prone task of manually tuning parameters, there is still a lot of untapped potential as...

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Bibliographic Details

Published in:	The Journal of artificial intelligence research Vol. 75; pp. 1633 - 1699
Main Authors:	Adriaensen, Steven, Biedenkapp, André, Shala, Gresa, Awad, Noor, Eimer, Theresa, Lindauer, Marius, Hutter, Frank
Format:	Journal Article
Language:	English
Published:	San Francisco AI Access Foundation 01.01.2022
Subjects:	Algorithms Artificial intelligence Automation Configuration management Machine learning Optimization Parameters
ISSN:	1076-9757, 1076-9757, 1943-5037
Online Access:	Get full text
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