Runzhong Wang

AI

How to Encode Constraints to the Output of Neural Networks

A summary of available approaches Runzhong Wang · Follow Published in Towards Data Science · 12 min read · 11 hours ago — Image generated by ChatGPT based on this article’s content. Neural networks are indeed powerful. However, as the application scope of neural networks moves from “standard” classification and regression tasks to more complex decision-making and AI for Science, one drawback is becoming increasingly apparent: the output of neural networks is usually unconstrained, or

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