Where Is Noether's Principle in Machine Learning?

Re:Where Is Noether's Principle in Machine Learning? by platz on Friday March 01, 2024 @09:19AM (#39562000)

how do you direct what the network learns if it all comes from supervised learning training sets?

How do you insert rules that aren't learned into what weights are learned?

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Re:Where Is Noether's Principle in Machine Learning? by nrub on Friday March 01, 2024 @11:19AM (#39563236)

There are promising methods developing for Physic's informed neural networks. Mathematical models can be integrated into the architecture of neural networks such that the parameters of the designed mathematical models can be learned. Examples include learning the frequency of a swinging pendulum from video, amongst more advanced ideas.

https://en.wikipedia.org/wiki/Physics-informed_neural_networ... https://www.youtube.com/watch?v=JoFW2uSd3Uo

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