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Learning Jointly from Rules and Data

January 28, 2022 · decisionmanagementcommunity

Business RulesDecision ModelingMachine Learning

Today’s post in Google AI Blog “Controlling Neural Networks with Rule Representations” introduces a novel approach that does not require machine learning models retraining to adapt the rule strength. In real-world domains where incorporating rules is critical – such as physics and healthcare – they demonstrate the effectiveness of Controllable Rule Representations in teaching rules for deep learning. Link