most citedCapturing and incorporating expert knowledge into machine learning models for quality prediction in manufacturing

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math.OC2024

Incorporating Shape Knowledge into Regression Models

Miltiadis Poursanidis, Patrick Link, Jochen Schmid +1

Informed learning is an emerging field in machine learning that aims to compensate for insufficient data with prior knowledge. Shape knowledge covers many types of prior knowledge…