On the limitations of representing functions on sets

Recent work on the representation of functions on sets has considered the use of summation in a latent space to enforce permutation invariance. In particular, it has been conjectured that the dimension of this latent space may remain fixed as the cardinality of the sets under consideration increases...

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Bibliographic Details
Main Authors: Wagstaff, E, Fuchs, F, Engelcke, M, Posner, I, Osborne, M
Format: Conference item
Published: Journal of Machine Learning Research 2019

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