Permutation invariance lets you operate on (unordered) sets. It's not a symbol manipulation apparatus per se.
@pmddomingos
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Algorithms for Learning Symmetries Save Data in Machine Learning
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We have algorithms for learning symmetries, and using them saves a lot of data. E.g.: https://
homes.cs.washington.edu/~pedrod/papers
/nips14.pdf
…