An Adaptive and Near Parameter-free Evolutionary Computation Approach
Towards True Automation in AutoML

An Adaptive and Near Parameter-free Evolutionary Computation Approach Towards True Automation in AutoML

28 January 2020

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Papers citing "An Adaptive and Near Parameter-free Evolutionary Computation Approach Towards True Automation in AutoML"

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Title
Integrating Hyperparameter Search into Model-Free AutoML with Context-Free Grammars Hernán Ceferino Vázquez Jorge Sanchez Rafael Carrascosa TPM 33 0 0 04 Apr 2024
Task Selection for AutoML System Evaluation Jon Lorraine Nihesh Anderson Chansoo Lee Quentin de Laroussilhe Mehadi Hassen 52 4 0 26 Aug 2022
Automated Evolutionary Approach for the Design of Composite Machine Learning Pipelines Nikolay O. Nikitin Pavel Vychuzhanin M. Sarafanov Iana S. Polonskaia I. Revin Irina V. Barabanova G. Maximov Anna V. Kaluzhnaya A. Boukhanovsky 21 55 0 26 Jun 2021
Multi-Objective Evolutionary Design of Composite Data-Driven Models Iana S. Polonskaia Nikolay O. Nikitin I. Revin Pavel Vychuzhanin Anna V. Kaluzhnaya 17 9 0 01 Mar 2021
Automating biomedical data science through tree-based pipeline optimization Randal S. Olson Ryan J. Urbanowicz Peter C. Andrews Nicole A. Lavender L. C. Kidd J. Moore AI4CE 33 311 0 28 Jan 2016