Minimal model of permutation symmetry in unsupervised learning

30 Apr 2019Tianqi HouK. Y. Michael WongHaiping Huang

Permutation of any two hidden units yields invariant properties in typical deep generative neural networks. This permutation symmetry plays an important role in understanding the computation performance of a broad class of neural networks with two or more hidden units... (read more)

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