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A. Carvalho

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Review Open access Jul 2026

Automating Machine Learning Pipeline Design via Metalearning

This thesis introduces the Dynamic Pipeline CASH problem, which extends the CASH formulation to incorporate meta-model-driven search space creation for pipelines, using Metalearning (MtL) to dynamically build task-specific search spaces.

Edesio Alcobaça, A. Carvalho · 0 citations