informed machine learning

Towards Automated Knowledge Integration From Human-Interpretable Representations
We introduce the paradigm of informed meta-learning, a novel approach to inductive bias specification based on human knowledge represented in any form, including unstructured natural language.
Kasia Kobalczyk, Mihaela van der Schaar
Jan 22, 2025
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Towards Automated Knowledge Integration From Human-Interpretable Representations