AutoWeka4MCPS-AVATAR: Accelerating Automated Machine Learning Pipeline Composition and Optimisation

21 November 2020

Tien-Dung Nguyen

Bogdan Gabrys

Katarzyna Musial

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Papers citing "AutoWeka4MCPS-AVATAR: Accelerating Automated Machine Learning Pipeline Composition and Optimisation"

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Title
Grammar-based evolutionary approach for automated workflow composition with domain-specific operators and ensemble diversity Rafael Barbudo Aurora Ramírez José Raúl Romero 40 0 0 03 Feb 2024
On Taking Advantage of Opportunistic Meta-knowledge to Reduce Configuration Spaces for Automated Machine Learning D. Kedziora Tien-Dung Nguyen Katarzyna Musial Bogdan Gabrys 38 1 0 08 Aug 2022
Exploring Opportunistic Meta-knowledge to Reduce Search Spaces for Automated Machine Learning Tien-Dung Nguyen D. Kedziora Katarzyna Musial Bogdan Gabrys 50 5 0 01 May 2021
AutonoML: Towards an Integrated Framework for Autonomous Machine Learning D. Kedziora Katarzyna Musial Bogdan Gabrys 83 17 0 23 Dec 2020