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20182025
most citedAutomated Evolutionary Approach for the Design of Composite Machine Learning Pipelines

80 citations · 183 across the 13 of their papers we have counts for

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Showing 2023 · cs.LGShow all

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cs.LG2023

Integration Of Evolutionary Automated Machine Learning With Structural Sensitivity Analysis For Composite Pipelines

Nikolay O. Nikitin, Maiia Pinchuk, Valerii Pokrovskii +7

Automated machine learning (AutoML) systems propose an end-to-end solution to a given machine learning problem, creating either fixed or flexible pipelines. Fixed pipelines are tas…