慶應義塾大学 理工学部 数理科学科

理研AIPセミナー

タイトル Approximation of group invariant functions by deep neural networks
開催日時 2019年6月6日 13:00 - 14:00 + 30 min
主催者
講演者 Akiyoshi Sannai氏
場所 Keio Univ. Yagami-campus Bldg.14th, 6F
Room 631A/B
内容 Maron et al proved that (finite) group invariant functions can be approximated by group invariant neural networks (On the universality of invariant networks, ICML'19).
I give a review of this paper. One of the technical key points is a theorem in algebra; the finite generation of invariant subrings, proved by Emmy Noether.
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