〒223-8522 横浜市港北区日吉3-14-1 慶應義塾大学 理工学部 14棟 ６３１A室
Abstract: Deep sets (arXiv:1703.06114) gave an nice DNN for the functions which is compatible with permutations. This DNN works well practically, but theoretical assurance is not established enough. We give the following theorem: any function which is compatible with permutations can be approximated by the DNN which is stacking of 1-layer NN which is permutation equivariant. This is a joint work with Yuuki Takai and Cordonnier Matthieu.
