Finding materialized models for model reuse

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Hyppo: using equivalences to optimize pipelines in exploratory machine learning

A Kontaxakis, D Sacharidis, A Simitsis… - 2024 IEEE 40th …, 2024 - ieeexplore.ieee.org
We present HYPPO, a novel system to optimize pipelines encountered in exploratory
machine learning. HYPPO exploits alternative computational paths of artifacts from past …
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